diff --git a/.env.example b/.env.example
index 3f9d5da..7010c91 100644
--- a/.env.example
+++ b/.env.example
@@ -6,7 +6,7 @@ POSTGRES_PASSWORD=docker
 POSTGRES_DB=core
 
 LOGIN_ORIGIN=http://localhost:3000
-DATABASE_URL="postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/${POSTGRES_DB}?schema=echo"
+DATABASE_URL="postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/${POSTGRES_DB}?schema=core"
 
 # This sets the URL used for direct connections to the database and should only be needed in limited circumstances
 # See: https://www.prisma.io/docs/reference/api-reference/prisma-schema-reference#fields:~:text=the%20shadow%20database.-,directUrl,-No
@@ -41,5 +41,5 @@ MAGIC_LINK_SECRET=27192e6432564f4788d55c15131bd5ac
 
 NEO4J_AUTH=neo4j/27192e6432564f4788d55c15131bd5ac
 OLLAMA_URL=http://ollama:11434
-EMBEDDING_MODEL=bge-m3
+EMBEDDING_MODEL=GPT41
 MODEL=GPT41
diff --git a/.gitignore b/.gitignore
index 28a42c2..790b1d6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -37,4 +37,11 @@ yarn-error.log*
 .DS_Store
 *.pem
 
-docker-compose.dev.yaml
\ No newline at end of file
+docker-compose.dev.yaml
+
+clickhouse/
+.vscode/
+registry/
+
+.cursor
+CLAUDE.md
\ No newline at end of file
diff --git a/LICENSE b/LICENSE
index b2c1243..c4d101f 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,21 +1,44 @@
-MIT License
+Sol License
 
-Copyright (c) 2024 Poozle Inc
+GNU AFFERO GENERAL PUBLIC LICENSE
+Version 3, 19 November 2007
 
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
+Copyright (c) 2025 — Poozle Inc.
 
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as published by
+the Free Software Foundation, either version 3 of the License, or
+(at your option) any later version.
 
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+Additional Terms:
+
+As additional permission under GNU AGPL version 3 section 7, you
+may combine or link a "work that uses the Library" with a publicly
+distributed version of this library to produce a combined library or
+application, then distribute that combined work under the terms of
+your choice, with no requirement to comply with the obligations
+normally placed on you by section 4 of the GNU AGPL version 3
+(or the corresponding section of a later version of the GNU AGPL
+version 3 license).
+
+"Commons Clause" License Condition v1.0
+
+The Software is provided to you by the Licensor under the License (defined below), subject to the following condition:
+
+Without limiting other conditions in the License, the grant of rights under the License will not include, and the License does not grant to you, the right to Sell the Software.
+
+For purposes of the foregoing, "Sell" means practicing any or all of the rights granted to you under the License to provide the Software to third parties, for a fee or other consideration (including without limitation fees for hosting or consulting/support services related to the Software), as part of a product or service whose value derives, entirely or substantially, from the functionality of the Software. Any license notice or attribution required by the License must also include this Commons Clause License Condition notice.
+
+Software: All files in this repository.
+
+License: GNU Affero General Public License v3.0
+
+Licensor: Poozle Inc.
diff --git a/apps/logs/errors/llm-error-2025-07-08T14-35-41.438Z.json b/apps/logs/errors/llm-error-2025-07-08T14-35-41.438Z.json
new file mode 100644
index 0000000..c7f98cf
--- /dev/null
+++ b/apps/logs/errors/llm-error-2025-07-08T14-35-41.438Z.json
@@ -0,0 +1 @@
+{"timestamp":"2025-07-08T14:35:41.438Z","error":{"name":"AI_RetryError","reason":"maxRetriesExceeded","errors":[{"name":"AI_APICallError","cause":{"errno":-3008,"code":"ENOTFOUND","syscall":"getaddrinfo","hostname":"api.openai.com"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"errno":-3008,"code":"ENOTFOUND","syscall":"getaddrinfo","hostname":"api.openai.com"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}],"lastError":{"name":"AI_APICallError","cause":{"errno":-3008,"code":"ENOTFOUND","syscall":"getaddrinfo","hostname":"api.openai.com"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}}}
\ No newline at end of file
diff --git a/apps/logs/errors/llm-error-2025-07-08T14-35-57.972Z.json b/apps/logs/errors/llm-error-2025-07-08T14-35-57.972Z.json
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@@ -0,0 +1 @@
+{"timestamp":"2025-07-08T14:35:57.972Z","error":{"name":"AI_RetryError","reason":"maxRetriesExceeded","errors":[{"name":"AI_APICallError","cause":{"errno":-3008,"code":"ENOTFOUND","syscall":"getaddrinfo","hostname":"api.openai.com"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"errno":-3008,"code":"ENOTFOUND","syscall":"getaddrinfo","hostname":"api.openai.com"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}],"lastError":{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}}}
\ No newline at end of file
diff --git a/apps/logs/errors/llm-error-2025-07-08T14-36-35.479Z.json b/apps/logs/errors/llm-error-2025-07-08T14-36-35.479Z.json
new file mode 100644
index 0000000..6da54b5
--- /dev/null
+++ b/apps/logs/errors/llm-error-2025-07-08T14-36-35.479Z.json
@@ -0,0 +1 @@
+{"timestamp":"2025-07-08T14:36:35.479Z","error":{"name":"AI_RetryError","reason":"maxRetriesExceeded","errors":[{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}],"lastError":{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}}}
\ No newline at end of file
diff --git a/apps/logs/errors/llm-error-2025-07-08T14-37-12.989Z.json b/apps/logs/errors/llm-error-2025-07-08T14-37-12.989Z.json
new file mode 100644
index 0000000..4bb41e7
--- /dev/null
+++ b/apps/logs/errors/llm-error-2025-07-08T14-37-12.989Z.json
@@ -0,0 +1 @@
+{"timestamp":"2025-07-08T14:37:12.989Z","error":{"name":"AI_RetryError","reason":"maxRetriesExceeded","errors":[{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":{"type":"function","function":{"name":"core--progress_update"}},"stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":{"type":"function","function":{"name":"core--progress_update"}},"stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":{"type":"function","function":{"name":"core--progress_update"}},"stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}],"lastError":{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":{"type":"function","function":{"name":"core--progress_update"}},"stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}}}
\ No newline at end of file
diff --git a/apps/logs/errors/llm-error-2025-07-08T14-37-50.503Z.json b/apps/logs/errors/llm-error-2025-07-08T14-37-50.503Z.json
new file mode 100644
index 0000000..f2ae861
--- /dev/null
+++ b/apps/logs/errors/llm-error-2025-07-08T14-37-50.503Z.json
@@ -0,0 +1 @@
+{"timestamp":"2025-07-08T14:37:50.503Z","error":{"name":"AI_RetryError","reason":"maxRetriesExceeded","errors":[{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}],"lastError":{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}}}
\ No newline at end of file
diff --git a/apps/logs/errors/llm-error-2025-07-08T14-38-28.011Z.json b/apps/logs/errors/llm-error-2025-07-08T14-38-28.011Z.json
new file mode 100644
index 0000000..7b6b391
--- /dev/null
+++ b/apps/logs/errors/llm-error-2025-07-08T14-38-28.011Z.json
@@ -0,0 +1 @@
+{"timestamp":"2025-07-08T14:38:28.011Z","error":{"name":"AI_RetryError","reason":"maxRetriesExceeded","errors":[{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true},{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}],"lastError":{"name":"AI_APICallError","cause":{"name":"ConnectTimeoutError","code":"UND_ERR_CONNECT_TIMEOUT"},"url":"https://api.openai.com/v1/chat/completions","requestBodyValues":{"model":"gpt-4.1-2025-04-14","temperature":1,"messages":[{"role":"system","content":"\nYou are a helpful AI assistant with access to user memory. Your primary capabilities are:\n\n1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions\n2. **Memory Management**: Help users store, retrieve, and organize information in their memory\n3. **Contextual Assistance**: Use memory to provide personalized and contextual responses\n\n<context>\n- workpsaceId: 2524b89e-6cbd-4e0c-90e3-ec21134553b9\n- todayDate: 2025-07-08T14:35:24.227Z\n</context>\n\n<memory>\n- Always check memory FIRST using core--search_memory before any other actions\n- Consider this your highest priority for EVERY interaction - as essential as breathing\n- Make memory checking your first tool call before any other operations\n\nQUERY FORMATION:\n- Write specific factual statements as queries (e.g., \"user email address\" not \"what is the user's email?\")\n- Create multiple targeted memory queries for complex requests\n\nKEY QUERY AREAS:\n- Personal context: user name, location, identity, work context\n- Project context: repositories, codebases, current work, team members\n- Task context: recent tasks, ongoing projects, deadlines, priorities\n- Integration context: GitHub repos, Slack channels, Linear projects, connected services\n- Communication patterns: email preferences, notification settings, workflow automation\n- Technical context: coding languages, frameworks, development environment\n- Collaboration context: team members, project stakeholders, meeting patterns\n- Preferences: likes, dislikes, communication style, tool preferences\n- History: previous discussions, past requests, completed work, recurring issues\n- Automation rules: user-defined workflows, triggers, automation preferences\n\nMEMORY USAGE:\n- Execute multiple memory queries in parallel rather than sequentially\n- Batch related memory queries when possible\n- Prioritize recent information over older memories\n- Create comprehensive context-aware queries based on user message/activity content\n- Extract and query SEMANTIC CONTENT, not just structural metadata\n- Parse titles, descriptions, and content for actual subject matter keywords\n- Search internal SOL tasks/conversations that may relate to the same topics\n- Query ALL relatable concepts, not just direct keywords or IDs\n- Search for similar past situations, patterns, and related work\n- Include synonyms, related terms, and contextual concepts in queries  \n- Query user's historical approach to similar requests or activities\n- Search for connected projects, tasks, conversations, and collaborations\n- Retrieve workflow patterns and past decision-making context\n- Query broader domain context beyond immediate request scope\n- Remember: SOL tracks work that external tools don't - search internal content thoroughly\n- Blend memory insights naturally into responses\n- Verify you've checked relevant memory before finalizing ANY response\n\nIf memory access is unavailable, rely only on the current conversation or ask user\n</memory>\n\n<tool_calling>\nYou have tools at your disposal to assist users:\n\nCORE PRINCIPLES:\n- Use tools only when necessary for the task at hand\n- Always check memory FIRST before making other tool calls\n- Execute multiple operations in parallel whenever possible\n- Use sequential calls only when output of one is required for input of another\n\nPARAMETER HANDLING:\n- Follow tool schemas exactly with all required parameters\n- Only use values that are:\n  • Explicitly provided by the user (use EXACTLY as given)\n  • Reasonably inferred from context\n  • Retrieved from memory or prior tool calls\n- Never make up values for required parameters\n- Omit optional parameters unless clearly needed\n- Analyze user's descriptive terms for parameter clues\n\nTOOL SELECTION:\n- Never call tools not provided in this conversation\n- Skip tool calls for general questions you can answer directly\n- For identical operations on multiple items, use parallel tool calls\n- Default to parallel execution (3-5× faster than sequential calls)\n- You can always access external service tools by loading them with load_mcp first\n\nTOOL MENTION HANDLING:\nWhen user message contains <mention data-id=\"tool_name\" data-label=\"tool\"></mention>:\n- Extract tool_name from data-id attribute\n- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS\n- If available: Load it with load_mcp and focus on addressing the request with this tool\n- If unavailable: Inform user and suggest alternatives if possible\n- For multiple tool mentions: Load all applicable tools in a single load_mcp call\n\nERROR HANDLING:\n- If a tool returns an error, try fixing parameters before retrying\n- If you can't resolve an error, explain the issue to the user\n- Consider alternative tools when primary tools are unavailable\n</tool_calling>\n\n<communication>\nUse EXACTLY ONE of these formats for all user-facing communication:\n\nPROGRESS UPDATES - During processing:\n- Use the core--progress_update tool to keep users informed\n- Update users about what you're discovering or doing next\n- Keep messages clear and user-friendly\n- Avoid technical jargon\n\nQUESTIONS - When you need information:\n<question_response>\n<p>[Your question with HTML formatting]</p>\n</question_response>\n\n- Ask questions only when you cannot find information through memory or tools\n- Be specific about what you need to know\n- Provide context for why you're asking\n\nFINAL ANSWERS - When completing tasks:\n<final_response>\n<p>[Your answer with HTML formatting]</p>\n</final_response>\n\nCRITICAL:\n- Use ONE format per turn\n- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)\n- Never mix communication formats\n- Keep responses clear and helpful\n</communication>\n"},{"role":"user","content":"\nHere is the user message:\n<user_message>\n&lt;p&gt;Hello&lt;/p&gt;\n</user_message>\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"},{"role":"system","content":"Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n"}],"tools":[{"type":"function","function":{"name":"core--progress_update","description":"Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The progress update message to send to the user"}},"required":["message"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--search_memory","description":"Search the user's memory graph for episodes or statements based on a query","parameters":{"type":"object","properties":{"query":{"type":"string","description":"The search query in third person perspective"},"validAt":{"type":"string","description":"The valid at time in ISO format"},"startTime":{"type":"string","description":"The start time in ISO format"},"endTime":{"type":"string","description":"The end time in ISO format"}},"required":["query"],"additionalProperties":false}}},{"type":"function","function":{"name":"core--add_memory","description":"Add information to the user's memory graph","parameters":{"type":"object","properties":{"message":{"type":"string","description":"The content/text to add to memory"}},"required":["message"],"additionalProperties":false}}}],"tool_choice":"auto","stream":true,"stream_options":{"include_usage":true}},"isRetryable":true}}}
\ No newline at end of file
diff --git a/apps/webapp/.gitignore b/apps/webapp/.gitignore
index 80ec311..0abbe0b 100644
--- a/apps/webapp/.gitignore
+++ b/apps/webapp/.gitignore
@@ -3,3 +3,5 @@ node_modules
 /.cache
 /build
 .env
+
+.trigger
\ No newline at end of file
diff --git a/apps/webapp/app/components/ErrorDisplay.tsx b/apps/webapp/app/components/ErrorDisplay.tsx
index f288cee..fc26741 100644
--- a/apps/webapp/app/components/ErrorDisplay.tsx
+++ b/apps/webapp/app/components/ErrorDisplay.tsx
@@ -48,7 +48,7 @@ type DisplayOptionsProps = {
 
 export function ErrorDisplay({ title, message, button }: DisplayOptionsProps) {
   return (
-    <div className="bg-background relative flex min-h-screen flex-col items-center justify-center">
+    <div className="bg-background-2 relative flex min-h-screen flex-col items-center justify-center">
       <div className="z-10 mt-[30vh] flex flex-col items-center gap-8">
         <Header1>{title}</Header1>
         {message && <Paragraph>{message}</Paragraph>}
diff --git a/apps/webapp/app/components/conversation/conversation-item.client.tsx b/apps/webapp/app/components/conversation/conversation-item.client.tsx
new file mode 100644
index 0000000..aa9ab73
--- /dev/null
+++ b/apps/webapp/app/components/conversation/conversation-item.client.tsx
@@ -0,0 +1,61 @@
+import { EditorContent, useEditor } from "@tiptap/react";
+
+import React, { useEffect } from "react";
+import { Document } from "@tiptap/extension-document";
+import HardBreak from "@tiptap/extension-hard-break";
+import { History } from "@tiptap/extension-history";
+import { Paragraph } from "@tiptap/extension-paragraph";
+import { Text } from "@tiptap/extension-text";
+import { UserTypeEnum } from "@core/types";
+import { type ConversationHistory } from "@core/database";
+import { cn } from "~/lib/utils";
+
+interface AIConversationItemProps {
+  conversationHistory: ConversationHistory;
+}
+
+export const ConversationItem = ({
+  conversationHistory,
+}: AIConversationItemProps) => {
+  const isUser =
+    conversationHistory.userType === UserTypeEnum.User ||
+    conversationHistory.userType === UserTypeEnum.System;
+
+  const id = `a${conversationHistory.id.replace(/-/g, "")}`;
+
+  const editor = useEditor({
+    extensions: [
+      Document,
+      Paragraph,
+      Text,
+      HardBreak.configure({
+        keepMarks: true,
+      }),
+    ],
+    editable: false,
+    content: conversationHistory.message,
+  });
+
+  useEffect(() => {
+    editor?.commands.setContent(conversationHistory.message);
+
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [id, conversationHistory.message]);
+
+  if (!conversationHistory.message) {
+    return null;
+  }
+
+  return (
+    <div className={cn("flex gap-2 px-4 pb-2", isUser && "my-4 justify-end")}>
+      <div
+        className={cn(
+          "flex flex-col",
+          isUser && "bg-primary/20 max-w-[500px] rounded-md p-3",
+        )}
+      >
+        <EditorContent editor={editor} />
+      </div>
+    </div>
+  );
+};
diff --git a/apps/webapp/app/components/conversation/conversation-list.tsx b/apps/webapp/app/components/conversation/conversation-list.tsx
new file mode 100644
index 0000000..5fc8fd6
--- /dev/null
+++ b/apps/webapp/app/components/conversation/conversation-list.tsx
@@ -0,0 +1,245 @@
+import { useFetcher } from "@remix-run/react";
+import { useEffect, useState, useCallback, useRef } from "react";
+import {
+  List,
+  AutoSizer,
+  InfiniteLoader,
+  type ListRowRenderer,
+} from "react-virtualized";
+import { format } from "date-fns";
+import { MessageSquare, Clock } from "lucide-react";
+import { cn } from "~/lib/utils";
+import { Button } from "../ui";
+
+type ConversationItem = {
+  id: string;
+  title: string | null;
+  createdAt: string;
+  updatedAt: string;
+  unread: boolean;
+  status: string;
+  ConversationHistory: Array<{
+    id: string;
+    message: string;
+    userType: string;
+    createdAt: string;
+  }>;
+};
+
+type ConversationListResponse = {
+  conversations: ConversationItem[];
+  pagination: {
+    page: number;
+    limit: number;
+    total: number;
+    totalPages: number;
+    hasNext: boolean;
+    hasPrev: boolean;
+  };
+};
+
+export const ConversationList = ({
+  currentConversationId,
+}: {
+  currentConversationId?: string;
+}) => {
+  const fetcher = useFetcher<ConversationListResponse>();
+  const [conversations, setConversations] = useState<ConversationItem[]>([]);
+  const [currentPage, setCurrentPage] = useState(1);
+  const [hasNextPage, setHasNextPage] = useState(true);
+  const [isLoading, setIsLoading] = useState(false);
+  // const [searchTerm, setSearchTerm] = useState("");
+  // const searchTimeoutRef = useRef<NodeJS.Timeout>();
+
+  const loadMoreConversations = useCallback(
+    (page: number) => {
+      if (isLoading) return;
+
+      setIsLoading(true);
+      const searchParams = new URLSearchParams({
+        page: page.toString(),
+        limit: "25",
+      });
+
+      fetcher.load(`/api/v1/conversations?${searchParams}`, {
+        flushSync: true,
+      });
+    },
+    [isLoading, fetcher, currentPage],
+  );
+
+  useEffect(() => {
+    loadMoreConversations(1);
+  }, []);
+
+  useEffect(() => {
+    if (fetcher.data && fetcher.state === "idle") {
+      setIsLoading(false);
+      const response = fetcher.data;
+
+      if (currentPage === 1) {
+        setConversations(response.conversations);
+      } else {
+        setConversations((prev) => [...prev, ...response.conversations]);
+      }
+
+      setHasNextPage(response.pagination.hasNext);
+      setCurrentPage(response.pagination.page);
+    }
+  }, [fetcher.data, fetcher.state, currentPage]);
+
+  // const handleSearch = useCallback(
+  //   (term: string) => {
+  //     setSearchTerm(term);
+  //     setCurrentPage(1);
+  //     setConversations([]);
+  //     setHasNextPage(true);
+
+  //     if (searchTimeoutRef.current) {
+  //       clearTimeout(searchTimeoutRef.current);
+  //     }
+
+  //     searchTimeoutRef.current = setTimeout(() => {
+  //       loadMoreConversations(1);
+  //     }, 300);
+  //   },
+  //   [loadMoreConversations],
+  // );
+
+  const isRowLoaded = useCallback(
+    ({ index }: { index: number }) => {
+      return !!conversations[index];
+    },
+    [conversations],
+  );
+
+  const loadMoreRows = useCallback(() => {
+    if (!hasNextPage || isLoading) {
+      return Promise.resolve();
+    }
+    return new Promise<void>((resolve) => {
+      if (conversations.length === 25) {
+        const nextPage = currentPage + 1;
+        loadMoreConversations(nextPage);
+        const checkLoaded = () => {
+          if (!isLoading) {
+            resolve();
+          } else {
+            setTimeout(checkLoaded, 100);
+          }
+        };
+        checkLoaded();
+      }
+    });
+  }, [
+    hasNextPage,
+    isLoading,
+    currentPage,
+    loadMoreConversations,
+    conversations,
+  ]);
+
+  const rowRenderer: ListRowRenderer = useCallback(
+    ({ index, key, style }) => {
+      const conversation = conversations[index];
+
+      if (!conversation) {
+        return (
+          <div key={key} style={style}>
+            <div className="flex items-center justify-center p-4">
+              <div className="border-primary h-4 w-4 animate-spin rounded-full border-2 border-t-transparent" />
+            </div>
+          </div>
+        );
+      }
+
+      return (
+        <div key={key} style={style}>
+          <div className="p-2">
+            <Button
+              variant="ghost"
+              className={cn(
+                "border-border h-auto w-full justify-start p-2 text-left",
+                currentConversationId === conversation.id && "bg-grayAlpha-100",
+              )}
+              onClick={() => {
+                window.location.href = `/home/conversation/${conversation.id}`;
+              }}
+            >
+              <div className="flex w-full items-start space-x-3">
+                <div className="min-w-0 flex-1">
+                  <div className="flex items-center justify-between gap-2">
+                    <p className={cn("truncate font-normal")}>
+                      {conversation.title || "Untitled Conversation"}
+                    </p>
+                    <div className="text-muted-foreground flex items-center space-x-1 text-xs">
+                      <span>
+                        {format(new Date(conversation.updatedAt), "MMM d")}
+                      </span>
+                    </div>
+                  </div>
+                </div>
+              </div>
+            </Button>
+          </div>
+        </div>
+      );
+    },
+    [conversations],
+  );
+
+  const rowCount = hasNextPage
+    ? conversations.length + 1
+    : conversations.length;
+
+  return (
+    <div className="flex h-full flex-col">
+      {/* <div className="border-b">
+        <Input
+          type="text"
+          placeholder="Search conversations..."
+          className="focus:ring-primary w-full rounded-none px-3 py-2 focus:ring-2 focus:outline-none"
+          value={searchTerm}
+          onChange={(e) => handleSearch(e.target.value)}
+        />
+      </div> */}
+
+      <div className="flex-1 overflow-hidden">
+        <InfiniteLoader
+          isRowLoaded={isRowLoaded}
+          loadMoreRows={loadMoreRows}
+          rowCount={rowCount}
+          threshold={5}
+        >
+          {({ onRowsRendered, registerChild }) => (
+            <AutoSizer>
+              {({ height, width }) => (
+                <List
+                  ref={registerChild}
+                  height={height}
+                  width={width}
+                  rowCount={rowCount}
+                  rowHeight={40}
+                  onRowsRendered={onRowsRendered}
+                  rowRenderer={rowRenderer}
+                  overscanRowCount={5}
+                />
+              )}
+            </AutoSizer>
+          )}
+        </InfiniteLoader>
+      </div>
+
+      {isLoading && conversations.length === 0 && (
+        <div className="flex items-center justify-center p-8">
+          <div className="flex items-center space-x-2">
+            <div className="border-primary h-4 w-4 animate-spin rounded-full border-2 border-t-transparent" />
+            <span className="text-muted-foreground text-sm">
+              Loading conversations...
+            </span>
+          </div>
+        </div>
+      )}
+    </div>
+  );
+};
diff --git a/apps/webapp/app/components/conversation/conversation-textarea.client.tsx b/apps/webapp/app/components/conversation/conversation-textarea.client.tsx
new file mode 100644
index 0000000..ad7987f
--- /dev/null
+++ b/apps/webapp/app/components/conversation/conversation-textarea.client.tsx
@@ -0,0 +1,175 @@
+import { Document } from "@tiptap/extension-document";
+import HardBreak from "@tiptap/extension-hard-break";
+import { History } from "@tiptap/extension-history";
+import { Paragraph } from "@tiptap/extension-paragraph";
+import { Text } from "@tiptap/extension-text";
+import { type Editor } from "@tiptap/react";
+import { EditorContent, Placeholder, EditorRoot } from "novel";
+import { useCallback, useState } from "react";
+import { cn } from "~/lib/utils";
+import { Button } from "../ui";
+import { Loader } from "lucide-react";
+import { Form, useSubmit } from "@remix-run/react";
+
+interface ConversationTextareaProps {
+  defaultValue?: string;
+  conversationId: string;
+  placeholder?: string;
+  isLoading?: boolean;
+  className?: string;
+  onChange?: (text: string) => void;
+  disabled?: boolean;
+}
+
+export function ConversationTextarea({
+  defaultValue,
+  isLoading = false,
+  placeholder,
+  className,
+  conversationId,
+  onChange,
+}: ConversationTextareaProps) {
+  const [text, setText] = useState(defaultValue ?? "");
+  const [editor, setEditor] = useState<Editor>();
+  const submit = useSubmit();
+
+  const onUpdate = (editor: Editor) => {
+    setText(editor.getHTML());
+    onChange && onChange(editor.getText());
+  };
+
+  const handleSend = useCallback(() => {
+    if (!editor || !text) {
+      return;
+    }
+
+    const data = isLoading
+      ? {}
+      : { message: text, title: text, conversationId };
+
+    submit(data as any, {
+      action: isLoading
+        ? `/home/conversation/${conversationId}`
+        : "/home/conversation",
+      method: "post",
+    });
+
+    editor?.commands.clearContent(true);
+    setText("");
+
+    editor.commands.clearContent(true);
+    setText("");
+  }, [editor, text]);
+
+  // Send message to API
+  const submitForm = useCallback(
+    async (e: React.FormEvent<HTMLFormElement>) => {
+      const data = isLoading
+        ? {}
+        : { message: text, title: text, conversationId };
+
+      submit(data as any, {
+        action: isLoading
+          ? `/home/conversation/${conversationId}`
+          : "/home/conversation",
+        method: "post",
+      });
+
+      editor?.commands.clearContent(true);
+      setText("");
+      e.preventDefault();
+    },
+    [text, conversationId],
+  );
+
+  return (
+    <Form
+      action="/home/conversation"
+      method="post"
+      onSubmit={(e) => submitForm(e)}
+      className="pt-2"
+    >
+      <div className="bg-background-3 rounded py-2">
+        <EditorRoot>
+          <EditorContent
+            // eslint-disable-next-line @typescript-eslint/no-explicit-any
+            initialContent={defaultValue as any}
+            extensions={[
+              Document,
+              Paragraph,
+              Text,
+              HardBreak.configure({
+                keepMarks: true,
+              }),
+
+              Placeholder.configure({
+                placeholder: () => placeholder ?? "Ask sol...",
+                includeChildren: true,
+              }),
+              History,
+            ]}
+            onCreate={async ({ editor }) => {
+              setEditor(editor);
+              await new Promise((resolve) => setTimeout(resolve, 100));
+              editor.commands.focus("end");
+            }}
+            onUpdate={({ editor }) => {
+              onUpdate(editor);
+            }}
+            shouldRerenderOnTransaction={false}
+            editorProps={{
+              attributes: {
+                class: `prose prose-lg dark:prose-invert prose-headings:font-title font-default focus:outline-none max-w-full`,
+              },
+              handleKeyDown(view, event) {
+                if (event.key === "Enter" && !event.shiftKey) {
+                  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+                  const target = event.target as any;
+                  if (target.innerHTML.includes("suggestion")) {
+                    return false;
+                  }
+                  event.preventDefault();
+                  if (text) {
+                    handleSend();
+                  }
+                  return true;
+                }
+
+                if (event.key === "Enter" && event.shiftKey) {
+                  view.dispatch(
+                    view.state.tr.replaceSelectionWith(
+                      view.state.schema.nodes.hardBreak.create(),
+                    ),
+                  );
+                  return true;
+                }
+                return false;
+              },
+            }}
+            immediatelyRender={false}
+            className={cn(
+              "editor-container text-md max-h-[400px] min-h-[40px] w-full min-w-full overflow-auto px-3 sm:rounded-lg",
+            )}
+          />
+        </EditorRoot>
+        <div className="flex justify-end px-3">
+          <Button
+            variant="default"
+            className="gap-1 shadow-none transition-all duration-500 ease-in-out"
+            type="submit"
+            size="lg"
+          >
+            {isLoading ? (
+              <>
+                <Loader size={18} className="mr-1 animate-spin" />
+                Stop
+              </>
+            ) : (
+              <>Chat</>
+            )}
+          </Button>
+        </div>
+      </div>
+    </Form>
+  );
+}
diff --git a/apps/webapp/app/components/conversation/conversation.client.tsx b/apps/webapp/app/components/conversation/conversation.client.tsx
new file mode 100644
index 0000000..19fa590
--- /dev/null
+++ b/apps/webapp/app/components/conversation/conversation.client.tsx
@@ -0,0 +1,151 @@
+import { EditorRoot, EditorContent, Placeholder } from "novel";
+import { useState, useRef, useCallback } from "react";
+import { Form, useNavigate, useSubmit } from "@remix-run/react";
+import { cn } from "~/lib/utils";
+import { Document } from "@tiptap/extension-document";
+import HardBreak from "@tiptap/extension-hard-break";
+import { History } from "@tiptap/extension-history";
+import { Paragraph } from "@tiptap/extension-paragraph";
+import { Text } from "@tiptap/extension-text";
+import { Button } from "../ui";
+import {
+  ResizableHandle,
+  ResizablePanel,
+  ResizablePanelGroup,
+} from "../ui/resizable";
+import { ConversationList } from "./conversation-list";
+
+export const ConversationNew = ({
+  user,
+}: {
+  user: { name: string | null };
+}) => {
+  const [content, setContent] = useState("");
+  const editorRef = useRef<any>(null);
+
+  const submit = useSubmit();
+
+  // Send message to API
+  const submitForm = useCallback(
+    async (e: React.FormEvent<HTMLFormElement>) => {
+      if (!content.trim()) return;
+
+      submit(
+        { message: content, title: content },
+        {
+          action: "/home/conversation",
+          method: "post",
+        },
+      );
+      e.preventDefault();
+    },
+    [content],
+  );
+
+  return (
+    <ResizablePanelGroup direction="horizontal" className="bg-background-2">
+      <ResizablePanel
+        maxSize={50}
+        defaultSize={16}
+        minSize={16}
+        collapsible
+        collapsedSize={16}
+        className="border-border h-[calc(100vh_-_60px)] min-w-[200px] border-r-1"
+      >
+        <ConversationList />
+      </ResizablePanel>
+      <ResizableHandle className="w-1" />
+
+      <ResizablePanel
+        collapsible
+        collapsedSize={0}
+        className="flex h-[calc(100vh_-_24px)] w-full flex-col"
+      >
+        <Form
+          action="/home/conversation"
+          method="post"
+          onSubmit={(e) => submitForm(e)}
+          className="pt-2"
+        >
+          <div className={cn("flex h-[calc(100vh_-_60px)] flex-col")}>
+            <div className="flex h-full w-full flex-col items-start justify-start overflow-y-auto p-4">
+              <div className="flex w-full flex-col items-center">
+                <div className="w-full max-w-[90ch]">
+                  <h1 className="mx-1 mb-4 text-left text-[32px] font-medium">
+                    Hello <span className="text-primary">{user.name}</span>
+                  </h1>
+                  <div className="bg-background-3 border-border rounded-lg border-1 py-2">
+                    <EditorRoot>
+                      <EditorContent
+                        ref={editorRef}
+                        autofocus
+                        extensions={[
+                          Placeholder.configure({
+                            placeholder: () => {
+                              return "Ask sol...";
+                            },
+                            includeChildren: true,
+                          }),
+                          Document,
+                          Paragraph,
+                          Text,
+                          HardBreak.configure({
+                            keepMarks: true,
+                          }),
+                          History,
+                        ]}
+                        editorProps={{
+                          attributes: {
+                            class: `prose prose-lg dark:prose-invert prose-headings:font-title font-default focus:outline-none max-w-full`,
+                          },
+                          handleKeyDown: (_view: any, event: KeyboardEvent) => {
+                            // This is the ProseMirror event, not React's
+                            if (event.key === "Enter" && !event.shiftKey) {
+                              event.preventDefault();
+
+                              if (content) {
+                                submit(
+                                  { message: content, title: content },
+                                  {
+                                    action: "/home/conversation",
+                                    method: "post",
+                                  },
+                                );
+
+                                setContent("");
+                              }
+                              return true;
+                            }
+                            return false;
+                          },
+                        }}
+                        immediatelyRender={false}
+                        className={cn(
+                          "editor-container text-md max-h-[400px] min-h-[30px] w-full min-w-full overflow-auto px-3 pt-1 sm:rounded-lg",
+                        )}
+                        onUpdate={({ editor }: { editor: any }) => {
+                          const html = editor.getHTML();
+                          setContent(html);
+                        }}
+                      />
+                    </EditorRoot>
+                    <div className="flex justify-end px-3">
+                      <Button
+                        variant="default"
+                        className="gap-1 shadow-none transition-all duration-500 ease-in-out"
+                        type="submit"
+                        size="lg"
+                      >
+                        Chat
+                      </Button>
+                    </div>
+                  </div>
+                </div>
+              </div>
+            </div>
+          </div>
+        </Form>
+      </ResizablePanel>
+    </ResizablePanelGroup>
+  );
+};
diff --git a/apps/webapp/app/components/conversation/index.ts b/apps/webapp/app/components/conversation/index.ts
new file mode 100644
index 0000000..09145cb
--- /dev/null
+++ b/apps/webapp/app/components/conversation/index.ts
@@ -0,0 +1,5 @@
+export * from "./conversation.client";
+export * from "./conversation-item.client";
+export * from "./streaming-conversation.client";
+export * from "./conversation-textarea.client";
+export * from "./conversation-list";
diff --git a/apps/webapp/app/components/conversation/streaming-conversation.client.tsx b/apps/webapp/app/components/conversation/streaming-conversation.client.tsx
new file mode 100644
index 0000000..c9d17f5
--- /dev/null
+++ b/apps/webapp/app/components/conversation/streaming-conversation.client.tsx
@@ -0,0 +1,106 @@
+import { EditorContent, useEditor } from "@tiptap/react";
+import React from "react";
+import { Document } from "@tiptap/extension-document";
+import HardBreak from "@tiptap/extension-hard-break";
+import { History } from "@tiptap/extension-history";
+import { Paragraph } from "@tiptap/extension-paragraph";
+import { Text } from "@tiptap/extension-text";
+
+import { useTriggerStream } from "./use-trigger-stream";
+import { Placeholder } from "novel";
+
+interface StreamingConversationProps {
+  runId: string;
+  token: string;
+  afterStreaming: () => void;
+  apiURL: string;
+}
+
+export const StreamingConversation = ({
+  runId,
+  token,
+  afterStreaming,
+  apiURL,
+}: StreamingConversationProps) => {
+  const { message, isEnd } = useTriggerStream(runId, token, apiURL);
+  const [loadingText, setLoadingText] = React.useState("Thinking...");
+
+  const loadingMessages = [
+    "Thinking...",
+    "Still thinking...",
+    "Deep in thought...",
+    "Processing at light speed...",
+    "Loading SOL...",
+    "Establishing Mars connection...",
+    "Consulting the Martian archives...",
+    "Calculating in Mars time...",
+    "Warming up the quantum processors...",
+    "Checking atmospheric conditions on Mars...",
+    "Untangling red planet algorithms...",
+    "Just need my Mars-roasted coffee...",
+  ];
+
+  const messagesEditor = useEditor({
+    extensions: [
+      Placeholder,
+      Document,
+      Paragraph,
+      Text,
+      HardBreak.configure({
+        keepMarks: true,
+      }),
+    ],
+    editable: false,
+    content: "",
+  });
+
+  React.useEffect(() => {
+    if (message) {
+      messagesEditor?.commands.setContent(message);
+    }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [message]);
+
+  React.useEffect(() => {
+    if (isEnd) {
+      afterStreaming();
+    }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [isEnd]);
+
+  React.useEffect(() => {
+    let currentIndex = 0;
+    let delay = 5000; // Start with 2 seconds for more thinking time
+
+    const updateLoadingText = () => {
+      if (!message) {
+        setLoadingText(loadingMessages[currentIndex]);
+        currentIndex = (currentIndex + 1) % loadingMessages.length;
+        delay = Math.min(delay * 1.3, 8000); // Increase delay more gradually
+        setTimeout(updateLoadingText, delay);
+      }
+    };
+
+    const timer = setTimeout(updateLoadingText, delay);
+
+    return () => clearTimeout(timer);
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [message]);
+
+  return (
+    <div className="flex gap-2 px-5 py-4">
+      <div className="flex flex-col gap-2">
+        <div className="flex flex-col gap-1">
+          {message ? (
+            <EditorContent
+              editor={messagesEditor}
+              className="text-foreground"
+            />
+          ) : (
+            <div className="text-foreground italic">{loadingText}</div>
+          )}
+        </div>
+      </div>
+    </div>
+  );
+};
diff --git a/apps/webapp/app/components/conversation/use-trigger-stream.tsx b/apps/webapp/app/components/conversation/use-trigger-stream.tsx
new file mode 100644
index 0000000..1c41d4c
--- /dev/null
+++ b/apps/webapp/app/components/conversation/use-trigger-stream.tsx
@@ -0,0 +1,103 @@
+import { useRealtimeRunWithStreams } from "@trigger.dev/react-hooks";
+import React from "react";
+
+export const useTriggerStream = (
+  runId: string,
+  token: string,
+  apiURL?: string,
+) => {
+  const { error, streams, run } = useRealtimeRunWithStreams(runId, {
+    accessToken: token,
+    baseURL: apiURL ?? "https://trigger.heysol.ai", // Optional if you are using a self-hosted Trigger.dev instance
+  });
+
+  const isEnd = React.useMemo(() => {
+    if (error) {
+      return true;
+    }
+
+    if (
+      run &&
+      [
+        "COMPLETED",
+        "CANCELED",
+        "FAILED",
+        "CRASHED",
+        "INTERRUPTED",
+        "SYSTEM_FAILURE",
+        "EXPIRED",
+        "TIMED_OUT",
+      ].includes(run?.status)
+    ) {
+      return true;
+    }
+
+    const hasStreamEnd =
+      streams.messages &&
+      streams.messages.filter((item) => {
+        // Check if the item has a type that includes 'MESSAGE_' and is not empty
+        return item.type?.includes("STREAM_END");
+      });
+
+    if (hasStreamEnd && hasStreamEnd.length > 0) {
+      return true;
+    }
+
+    return false;
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [run?.status, error, streams.messages?.length]);
+
+  const message = React.useMemo(() => {
+    if (!streams?.messages) {
+      return "";
+    }
+
+    // Filter and combine all message chunks
+    return streams.messages
+      .filter((item) => {
+        // Check if the item has a type that includes 'MESSAGE_' and is not empty
+        return item.type?.includes("MESSAGE_");
+      })
+      .map((item) => item.message)
+      .join("");
+
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [streams.messages?.length]);
+
+  const actionMessages = React.useMemo(() => {
+    if (!streams?.messages) {
+      return {};
+    }
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const messages: Record<string, { isStreaming: boolean; content: any[] }> =
+      {};
+
+    streams.messages.forEach((item) => {
+      if (item.type?.includes("SKILL_")) {
+        try {
+          const parsed = JSON.parse(item.message);
+          const skillId = parsed.skillId;
+
+          if (!messages[skillId]) {
+            messages[skillId] = { isStreaming: true, content: [] };
+          }
+
+          if (item.type === "SKILL_END") {
+            messages[skillId].isStreaming = false;
+          }
+
+          messages[skillId].content.push(parsed);
+        } catch (e) {
+          console.error("Failed to parse message:", e);
+        }
+      }
+    });
+
+    return messages;
+
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [streams.messages?.length]);
+
+  return { isEnd, message, actionMessages };
+};
diff --git a/apps/webapp/app/components/graph/graph-client.tsx b/apps/webapp/app/components/graph/graph-client.tsx
new file mode 100644
index 0000000..40e2949
--- /dev/null
+++ b/apps/webapp/app/components/graph/graph-client.tsx
@@ -0,0 +1,20 @@
+import { type GraphVisualizationProps } from "./graph-visualization";
+import { useState, useEffect } from "react";
+
+export function GraphVisualizationClient(props: GraphVisualizationProps) {
+  const [Component, setComponent] = useState<any>(undefined);
+
+  useEffect(() => {
+    if (typeof window === "undefined") return;
+
+    import("./graph-visualization").then(({ GraphVisualization }) => {
+      setComponent(GraphVisualization);
+    });
+  }, []);
+
+  if (!Component) {
+    return null;
+  }
+
+  return <Component {...props} />;
+}
diff --git a/apps/webapp/app/components/graph/graph-popover.tsx b/apps/webapp/app/components/graph/graph-popover.tsx
index 316eb63..36dd8d5 100644
--- a/apps/webapp/app/components/graph/graph-popover.tsx
+++ b/apps/webapp/app/components/graph/graph-popover.tsx
@@ -93,7 +93,7 @@ export function GraphPopovers({
           <div className="pointer-events-none h-4 w-4" />
         </PopoverTrigger>
         <PopoverContent
-          className="w-80 overflow-hidden"
+          className="h-60 max-w-80 overflow-auto"
           side="bottom"
           align="end"
           sideOffset={5}
diff --git a/apps/webapp/app/components/graph/graph-visualization.tsx b/apps/webapp/app/components/graph/graph-visualization.tsx
index ca80e10..251ecc8 100644
--- a/apps/webapp/app/components/graph/graph-visualization.tsx
+++ b/apps/webapp/app/components/graph/graph-visualization.tsx
@@ -1,4 +1,4 @@
-import { useState, useMemo, forwardRef } from "react";
+import { useState, useMemo, forwardRef, useRef, useEffect } from "react";
 import { Graph, type GraphRef } from "./graph";
 import { GraphPopovers } from "./graph-popover";
 import type { RawTriplet, NodePopupContent, EdgePopupContent } from "./type";
@@ -7,7 +7,7 @@ import { createLabelColorMap } from "./node-colors";
 
 import { toGraphTriplets } from "./utils";
 
-interface GraphVisualizationProps {
+export interface GraphVisualizationProps {
   triplets: RawTriplet[];
   width?: number;
   height?: number;
diff --git a/apps/webapp/app/components/graph/graph.tsx b/apps/webapp/app/components/graph/graph.tsx
index 04c8809..b277ab5 100644
--- a/apps/webapp/app/components/graph/graph.tsx
+++ b/apps/webapp/app/components/graph/graph.tsx
@@ -6,9 +6,11 @@ import {
   useImperativeHandle,
   forwardRef,
 } from "react";
-import * as d3 from "d3";
+import Sigma from "sigma";
+import GraphologyGraph from "graphology";
+import forceAtlas2 from "graphology-layout-forceatlas2";
+import noverlap from "graphology-layout-noverlap";
 import colors from "tailwindcss/colors";
-
 import type { GraphTriplet, IdValue, GraphNode } from "./type";
 import {
   createLabelColorMap,
@@ -27,7 +29,6 @@ interface GraphProps {
   labelColorMap?: Map<string, number>;
 }
 
-// Add ref type for zoomToLinkById
 export interface GraphRef {
   zoomToLinkById: (linkId: string) => void;
 }
@@ -38,7 +39,7 @@ export const Graph = forwardRef<GraphRef, GraphProps>(
       triplets,
       width = 1000,
       height = 800,
-      zoomOnMount = true,
+      zoomOnMount = false,
       onNodeClick,
       onEdgeClick,
       onBlur,
@@ -46,69 +47,14 @@ export const Graph = forwardRef<GraphRef, GraphProps>(
     },
     ref,
   ) => {
-    const svgRef = useRef<SVGSVGElement>(null);
+    const containerRef = useRef<HTMLDivElement>(null);
+    const sigmaRef = useRef<Sigma | null>(null);
+    const graphRef = useRef<GraphologyGraph | null>(null);
     const [themeMode] = useTheme();
 
-    // Function refs to keep track of reset functions
-    const resetLinksRef = useRef<(() => void) | null>(null);
-    const resetNodesRef = useRef<(() => void) | null>(null);
-    const handleLinkClickRef = useRef<
-      ((event: any, d: any, relation: IdValue) => void) | null
-    >(null);
-    const simulationRef = useRef<d3.Simulation<
-      d3.SimulationNodeDatum,
-      undefined
-    > | null>(null);
-    const zoomRef = useRef<d3.ZoomBehavior<SVGSVGElement, unknown> | null>(
-      null,
-    );
     const isInitializedRef = useRef(false);
-
-    // Add ref for zoomToLinkById
-    const graphRef = useRef<GraphRef>({
-      zoomToLinkById: (linkId: string) => {
-        if (
-          !svgRef.current ||
-          !resetLinksRef.current ||
-          !resetNodesRef.current ||
-          !handleLinkClickRef.current
-        )
-          return;
-        const svgElement = d3.select(svgRef.current);
-        const linkGroups = svgElement.selectAll("g > g"); // Select all link groups
-
-        let found = false;
-
-        // Iterate through link groups to find matching relation
-        linkGroups.each(function (d: any) {
-          if (found) return; // Skip if already found
-
-          if (d?.relationData) {
-            const relation = d.relationData.find(
-              (r: IdValue) => r.id === linkId,
-            );
-            if (relation) {
-              found = true;
-              const resetLinks = resetLinksRef.current;
-              const resetNodes = resetNodesRef.current;
-              const handleLinkClick = handleLinkClickRef.current;
-
-              if (resetLinks) resetLinks();
-              if (resetNodes) resetNodes();
-              if (handleLinkClick)
-                handleLinkClick({ stopPropagation: () => {} }, d, relation);
-            }
-          }
-        });
-
-        if (!found) {
-          console.warn(`Link with id ${linkId} not found`);
-        }
-      },
-    });
-
-    // Expose the ref through forwardRef
-    useImperativeHandle(ref, () => graphRef.current);
+    const selectedNodeRef = useRef<string | null>(null);
+    const selectedEdgeRef = useRef<string | null>(null);
 
     // Memoize theme to prevent unnecessary recreation
     const theme = useMemo(
@@ -122,7 +68,7 @@ export const Graph = forwardRef<GraphRef, GraphProps>(
           dimmed: colors.pink[300],
         },
         link: {
-          stroke: themeMode === "dark" ? colors.slate[600] : colors.slate[400],
+          stroke: colors.gray[400],
           selected: colors.blue[400],
           dimmed: themeMode === "dark" ? colors.slate[800] : colors.slate[200],
           label: {
@@ -143,19 +89,15 @@ export const Graph = forwardRef<GraphRef, GraphProps>(
 
     // Extract all unique labels from triplets
     const allLabels = useMemo(() => {
-      // Only calculate if we need to create our own map
       if (externalLabelColorMap) return [];
-
       const labels = new Set<string>();
-      labels.add("Entity"); // Always include Entity as default
-
+      labels.add("Entity");
       triplets.forEach((triplet) => {
         if (triplet.source.primaryLabel)
           labels.add(triplet.source.primaryLabel);
         if (triplet.target.primaryLabel)
           labels.add(triplet.target.primaryLabel);
       });
-
       return Array.from(labels);
     }, [triplets, externalLabelColorMap]);
 
@@ -167,12 +109,10 @@ export const Graph = forwardRef<GraphRef, GraphProps>(
     // Create a mapping of node IDs to their data
     const nodeDataMap = useMemo(() => {
       const result = new Map<string, GraphNode>();
-
       triplets.forEach((triplet) => {
         result.set(triplet.source.id, triplet.source);
         result.set(triplet.target.id, triplet.target);
       });
-
       return result;
     }, [triplets]);
 
@@ -182,13 +122,8 @@ export const Graph = forwardRef<GraphRef, GraphProps>(
         if (!node) {
           return getNodeColorByLabel(null, themeMode === "dark", labelColorMap);
         }
-
-        // Get the full node data if we only have an ID
         const nodeData = nodeDataMap.get(node.id) || node;
-
-        // Extract primaryLabel from node data
         const primaryLabel = nodeData.primaryLabel;
-
         return getNodeColorByLabel(
           primaryLabel,
           themeMode === "dark",
@@ -198,871 +133,362 @@ export const Graph = forwardRef<GraphRef, GraphProps>(
       [labelColorMap, nodeDataMap, themeMode],
     );
 
-    // Process graph data
-    const { nodes, links } = useMemo(() => {
-      const nodes = Array.from(
-        new Set(triplets.flatMap((t) => [t.source.id, t.target.id])),
-      ).map((id) => {
-        const nodeData = triplets.find(
-          (t) => t.source.id === id || t.target.id === id,
-        );
-        const value = nodeData
-          ? nodeData.source.id === id
-            ? nodeData.source.value
-            : nodeData.target.value
-          : id;
-        return {
-          id,
-          value,
-        };
+    // Process graph data for Sigma
+    const { nodes, edges } = useMemo(() => {
+      const nodeMap = new Map<string, any>();
+      triplets.forEach((triplet) => {
+        if (!nodeMap.has(triplet.source.id)) {
+          nodeMap.set(triplet.source.id, {
+            id: triplet.source.id,
+            label: triplet.source.value,
+            size: 5,
+            color: getNodeColor(triplet.source),
+            x: width,
+            y: height,
+            nodeData: triplet.source,
+          });
+        }
+        if (!nodeMap.has(triplet.target.id)) {
+          nodeMap.set(triplet.target.id, {
+            id: triplet.target.id,
+            label: triplet.target.value,
+            size: 5,
+            color: getNodeColor(triplet.target),
+            x: width,
+            y: height,
+            nodeData: triplet.target,
+          });
+        }
       });
 
       const linkGroups = triplets.reduce(
         (groups, triplet) => {
-          // Skip isolated node edges (they are just placeholders for showing isolated nodes)
           if (triplet.relation.type === "_isolated_node_") {
             return groups;
           }
-
           let key = `${triplet.source.id}-${triplet.target.id}`;
           const reverseKey = `${triplet.target.id}-${triplet.source.id}`;
-
           if (groups[reverseKey]) {
             key = reverseKey;
           }
-
           if (!groups[key]) {
             groups[key] = {
+              id: key,
               source: triplet.source.id,
               target: triplet.target.id,
               relations: [],
               relationData: [],
-              curveStrength: 0,
+              label: "",
+              color: theme.link.stroke,
+              size: 1,
             };
           }
           groups[key].relations.push(triplet.relation.value);
           groups[key].relationData.push(triplet.relation);
+          groups[key].label = groups[key].relations
+            .join(", ")
+            .replace("HAS_", "")
+            .toLowerCase();
+
           return groups;
         },
-        {} as Record<
-          string,
-          {
-            source: string;
-            target: string;
-            relations: string[];
-            relationData: IdValue[];
-            curveStrength: number;
-          }
-        >,
+        {} as Record<string, any>,
       );
 
       return {
-        nodes,
-        links: Object.values(linkGroups),
+        nodes: Array.from(nodeMap.values()),
+        edges: Object.values(linkGroups),
       };
-    }, [triplets]);
+    }, [triplets, getNodeColor, theme.link.stroke, width, height]);
+
+    // Helper function to reset highlights
+    const resetHighlights = useCallback(() => {
+      if (!graphRef.current) return;
+      const graph = graphRef.current;
+      graph.forEachNode((node) => {
+        graph.setNodeAttribute(node, "highlighted", false);
+        graph.setNodeAttribute(
+          node,
+          "color",
+          getNodeColor(graph.getNodeAttribute(node, "nodeData")),
+        );
+      });
+      graph.forEachEdge((edge) => {
+        graph.setEdgeAttribute(edge, "highlighted", false);
+        graph.setEdgeAttribute(edge, "color", theme.link.stroke);
+      });
+      selectedNodeRef.current = null;
+      selectedEdgeRef.current = null;
+    }, [getNodeColor, theme.link.stroke]);
+
+    // Add ref for zoomToLinkById
+    const graphRefMethods = useRef<GraphRef>({
+      zoomToLinkById: (linkId: string) => {
+        if (!sigmaRef.current || !graphRef.current) return;
+        try {
+          const graph = graphRef.current;
+          const sigma = sigmaRef.current;
+          const edge = graph.findEdge((edgeId, attrs) => {
+            return attrs.relationData?.some(
+              (rel: IdValue) => rel.id === linkId,
+            );
+          });
+          if (edge) {
+            const edgeAttrs = graph.getEdgeAttributes(edge);
+            const source = graph.source(edge);
+            const target = graph.target(edge);
+            resetHighlights();
+            graph.setEdgeAttribute(edge, "highlighted", true);
+            graph.setNodeAttribute(source, "highlighted", true);
+            graph.setNodeAttribute(target, "highlighted", true);
+            const relation = edgeAttrs.relationData?.find(
+              (rel: IdValue) => rel.id === linkId,
+            );
+            if (relation && onEdgeClick) {
+              onEdgeClick(relation.id);
+            }
+            const sourcePos = sigma.getNodeDisplayData(source);
+            const targetPos = sigma.getNodeDisplayData(target);
+            if (sourcePos && targetPos) {
+              const centerX = (sourcePos.x + targetPos.x) / 2;
+              const centerY = (sourcePos.y + targetPos.y) / 2;
+              sigma
+                .getCamera()
+                .animate(
+                  { x: centerX, y: centerY, ratio: 0.5 },
+                  { duration: 500 },
+                );
+            }
+          } else {
+            console.warn(`Link with id ${linkId} not found`);
+          }
+        } catch (error) {
+          console.error("Error in zoomToLinkById:", error);
+        }
+      },
+    });
+
+    useImperativeHandle(ref, () => graphRefMethods.current);
 
-    // Initialize or update visualization - This will run only once on mount
     useEffect(() => {
-      // Skip if already initialized or ref not available
-      if (isInitializedRef.current || !svgRef.current) return;
-
-      // Mark as initialized to prevent re-running
+      if (isInitializedRef.current || !containerRef.current) return;
       isInitializedRef.current = true;
 
-      const svgElement = d3.select<SVGSVGElement, unknown>(svgRef.current);
-      svgElement.selectAll("*").remove();
+      // Create graphology graph
+      const graph = new GraphologyGraph();
+      graphRef.current = graph;
 
-      const g = svgElement.append("g");
+      // Add nodes
+      nodes.forEach((node) => {
+        graph.addNode(node.id, node);
+      });
 
-      // Drag handler function
-      const drag = (
-        simulation: d3.Simulation<d3.SimulationNodeDatum, undefined>,
-      ) => {
-        const originalSettings = {
-          velocityDecay: 0.4,
-          alphaDecay: 0.05,
-        };
-
-        function dragstarted(event: any) {
-          if (!event.active) {
-            simulation
-              .velocityDecay(0.7)
-              .alphaDecay(0.1)
-              .alphaTarget(0.1)
-              .restart();
-          }
-          d3.select(event.sourceEvent.target.parentNode)
-            .select("circle")
-            .attr("stroke", theme.node.hover)
-            .attr("stroke-width", 3);
-
-          event.subject.fx = event.subject.x;
-          event.subject.fy = event.subject.y;
+      // Add edges
+      edges.forEach((edge) => {
+        if (graph.hasNode(edge.source) && graph.hasNode(edge.target)) {
+          graph.addEdge(edge.source, edge.target, { ...edge });
         }
+      });
 
-        function dragged(event: any) {
-          event.subject.x = event.x;
-          event.subject.y = event.y;
-          event.subject.fx = event.x;
-          event.subject.fy = event.y;
-        }
-
-        function dragended(event: any) {
-          if (!event.active) {
-            simulation
-              .velocityDecay(originalSettings.velocityDecay)
-              .alphaDecay(originalSettings.alphaDecay)
-              .alphaTarget(0);
-          }
-
-          // Keep the node fixed at its final position
-          event.subject.fx = event.x;
-          event.subject.fy = event.y;
-
-          d3.select(event.sourceEvent.target.parentNode)
-            .select("circle")
-            .attr("stroke", theme.node.stroke)
-            .attr("stroke-width", 2);
-        }
-
-        return d3
-          .drag<any, any>()
-          .on("start", dragstarted)
-          .on("drag", dragged)
-          .on("end", dragended);
-      };
-
-      // Setup zoom behavior
-      const zoom = d3
-        .zoom<SVGSVGElement, unknown>()
-        .scaleExtent([0.1, 4])
-        .on("zoom", (event) => {
-          g.attr("transform", event.transform);
+      // Apply layout
+      if (graph.order > 0) {
+        graph.forEachNode((node) => {
+          graph.setNodeAttribute(node, "x", width);
+          graph.setNodeAttribute(node, "y", height);
         });
 
-      zoomRef.current = zoom;
-      // @ts-ignore
-      svgElement.call(zoom).call(zoom.transform, d3.zoomIdentity.scale(0.8));
+        // const layout = new ForceSupervisor(graph, {
+        //   isNodeFixed: (_, attr) => attr.highlighted,
+        // });
+        // layout.start();
 
-      // Identify which nodes are isolated (not in any links)
-      const nodeIdSet = new Set(nodes.map((n: any) => n.id));
-      const linkedNodeIds = new Set<string>();
-
-      links.forEach((link: any) => {
-        const sourceId =
-          typeof link.source === "string" ? link.source : link.source.id;
-        const targetId =
-          typeof link.target === "string" ? link.target : link.target.id;
-        linkedNodeIds.add(sourceId);
-        linkedNodeIds.add(targetId);
-      });
-
-      // Nodes that don't appear in any link are isolated
-      const isolatedNodeIds = new Set<string>();
-      nodeIdSet.forEach((nodeId: string) => {
-        if (!linkedNodeIds.has(nodeId)) {
-          isolatedNodeIds.add(nodeId);
-        }
-      });
-
-      // Enhanced simulation for improved aesthetics and readability
-
-      // Parameters tuned for clear separation of clusters and minimal overlap,
-      // as seen in the provided image (distinct, well-separated groups).
-      const LINK_DISTANCE = 120; // Slightly shorter for tighter clusters
-      const LINK_STRENGTH = 0.6; // Stronger to keep clusters compact
-      const CHARGE_ISOLATED = -200; // Less repulsion for isolated nodes (keeps them closer)
-      const CHARGE_CONNECTED = -1000; // Strong repulsion for connected nodes (prevents crowding)
-      const COLLIDE_RADIUS = 32; // Smaller collision radius for less overlap
-      const COLLIDE_STRENGTH = 0.9; // Stronger collision to avoid overlap
-      const COLLIDE_ITER = 10; // More iterations for better separation
-      const CENTER_STRENGTH = 0.18; // Pull clusters more to center
-      const ISOLATED_RADIAL_DIST = 260; // Place isolated nodes further from center
-      const ISOLATED_RADIAL_STRENGTH = 0.28; // Stronger pull for isolated nodes
-      const NONISOLATED_RADIAL_STRENGTH = 0.06; // Slight pull for non-isolated
-      const VELOCITY_DECAY = 0.28; // Smoother, more stable layout
-      const ALPHA_DECAY = 0.035;
-      const ALPHA_MIN = 0.001;
-
-      const simulation = d3
-        .forceSimulation(nodes as d3.SimulationNodeDatum[])
-        .force(
-          "link",
-          d3
-            .forceLink(links)
-            .id((d: any) => d.id)
-            .distance(LINK_DISTANCE)
-            .strength(LINK_STRENGTH),
-        )
-        .force(
-          "charge",
-          d3
-            .forceManyBody()
-            .strength((d: any) =>
-              isolatedNodeIds.has(d.id) ? CHARGE_ISOLATED : CHARGE_CONNECTED,
-            )
-            .distanceMin(20)
-            .distanceMax(600)
-            .theta(0.9),
-        )
-        .force(
-          "center",
-          d3.forceCenter(width / 2, height / 2).strength(CENTER_STRENGTH),
-        )
-        .force(
-          "collide",
-          d3
-            .forceCollide()
-            .radius(COLLIDE_RADIUS)
-            .strength(COLLIDE_STRENGTH)
-            .iterations(COLLIDE_ITER),
-        )
-        // Special gravity for isolated nodes to keep them separated and visible
-        .force(
-          "isolatedGravity",
-          d3
-            .forceRadial(ISOLATED_RADIAL_DIST, width / 2, height / 2)
-            .strength((d: any) =>
-              isolatedNodeIds.has(d.id)
-                ? ISOLATED_RADIAL_STRENGTH
-                : NONISOLATED_RADIAL_STRENGTH,
-            ),
-        )
-        .velocityDecay(VELOCITY_DECAY)
-        .alphaDecay(ALPHA_DECAY)
-        .alphaMin(ALPHA_MIN);
-
-      simulationRef.current = simulation;
-
-      const link = g.append("g").selectAll("g").data(links).join("g");
-
-      // Define reset functions
-      resetLinksRef.current = () => {
-        // @ts-ignore
-        link
-          .selectAll("path")
-          .attr("stroke", theme.link.stroke)
-          .attr("stroke-opacity", 0.6)
-          .attr("stroke-width", 1);
-
-        // @ts-ignore
-        link.selectAll(".link-label rect").attr("fill", theme.link.label.bg);
-        // @ts-ignore
-        link.selectAll(".link-label text").attr("fill", theme.link.label.text);
-      };
-
-      // Create node groups
-      const node = g
-        .append("g")
-        .selectAll("g")
-        .data(nodes)
-        .join("g")
-        // @ts-ignore
-        .call(drag(simulation))
-        .attr("cursor", "pointer");
-
-      resetNodesRef.current = () => {
-        // @ts-ignore
-        node
-          .selectAll("circle")
-          .attr("fill", (d: any) => getNodeColor(d))
-          .attr("stroke", theme.node.stroke)
-          .attr("stroke-width", 1);
-      };
-
-      // Handle link click
-      handleLinkClickRef.current = (event: any, d: any, relation: IdValue) => {
-        if (event.stopPropagation) {
-          event.stopPropagation();
-        }
-
-        if (resetLinksRef.current) resetLinksRef.current();
-        if (onEdgeClick) onEdgeClick(relation.id);
-
-        // Reset all elements to default state
-        // @ts-ignore
-        link
-          .selectAll("path")
-          .attr("stroke", theme.link.stroke)
-          .attr("stroke-opacity", 0.6)
-          .attr("stroke-width", 1);
-
-        // Reset non-highlighted nodes to their proper colors
-        // @ts-ignore
-        node
-          .selectAll("circle")
-          .attr("fill", (d: any) => getNodeColor(d))
-          .attr("stroke", theme.node.stroke)
-          .attr("stroke-width", 1);
-
-        // Find and highlight the corresponding path and label
-        const linkGroup = event.target?.closest("g")
-          ? d3.select(event.target.closest("g"))
-          : link.filter((l: any) => l === d);
-
-        // @ts-ignore
-        linkGroup
-          // @ts-ignore
-          .selectAll("path")
-          .attr("stroke", theme.link.selected)
-          .attr("stroke-opacity", 1)
-          .attr("stroke-width", 2);
-
-        // Update label styling
-        // @ts-ignore
-        linkGroup.select(".link-label rect").attr("fill", theme.link.selected);
-        // @ts-ignore
-        linkGroup.select(".link-label text").attr("fill", theme.node.text);
-
-        // Highlight connected nodes
-        // @ts-ignore
-        node
-          .selectAll("circle")
-          .filter((n: any) => n.id === d.source.id || n.id === d.target.id)
-          .attr("fill", theme.node.selected)
-          .attr("stroke", theme.node.selected)
-          .attr("stroke-width", 2);
-
-        const sourceNode = d.source;
-        const targetNode = d.target;
-
-        // Calculate bounding box for the two connected nodes and the edge
-        if (
-          sourceNode &&
-          targetNode &&
-          sourceNode.x !== undefined &&
-          targetNode.x !== undefined
-        ) {
-          const padding = 100; // Increased padding for better view
-          const minX = Math.min(sourceNode.x, targetNode.x) - padding;
-          const minY = Math.min(sourceNode.y, targetNode.y) - padding;
-          const maxX = Math.max(sourceNode.x, targetNode.x) + padding;
-          const maxY = Math.max(sourceNode.y, targetNode.y) + padding;
-
-          // Calculate transform to fit the connected nodes
-          const boundWidth = maxX - minX;
-          const boundHeight = maxY - minY;
-          const scale =
-            0.9 * Math.min(width / boundWidth, height / boundHeight);
-          const midX = (minX + maxX) / 2;
-          const midY = (minY + maxY) / 2;
-
-          if (
-            isFinite(scale) &&
-            isFinite(midX) &&
-            isFinite(midY) &&
-            zoomRef.current
-          ) {
-            const transform = d3.zoomIdentity
-              .translate(width / 2 - midX * scale, height / 2 - midY * scale)
-              .scale(scale);
-
-            // Animate transition to new view
-            // @ts-ignore
-            svgElement
-              .transition()
-              .duration(750)
-              .ease(d3.easeCubicInOut) // Add easing for smoother transitions
-              .call(zoomRef.current.transform, transform);
-          }
-        }
-      };
-
-      // Create links with proper curve paths
-      link.each(function (d: any) {
-        const linkGroup = d3.select(this);
-        const relationCount = d.relations.length;
-
-        // Calculate curve strengths based on number of relations
-        const baseStrength = 0.2;
-        const strengthStep =
-          relationCount > 1 ? baseStrength / (relationCount - 1) : 0;
-
-        d.relations.forEach((relation: string, index: number) => {
-          const curveStrength =
-            relationCount > 1 ? -baseStrength + index * strengthStep * 2 : 0;
-          const fullRelation = d.relationData[index];
-
-          linkGroup
-            .append("path")
-            .attr("stroke", theme.link.stroke)
-            .attr("stroke-opacity", 0.6)
-            .attr("stroke-width", 1)
-            .attr("fill", "none")
-            .attr("data-curve-strength", curveStrength)
-            .attr("cursor", "pointer")
-            .attr(
-              "data-source",
-              typeof d.source === "object" ? d.source.id : d.source,
-            )
-            .attr(
-              "data-target",
-              typeof d.target === "object" ? d.target.id : d.target,
-            )
-            .on("click", (event) => {
-              if (handleLinkClickRef.current) {
-                handleLinkClickRef.current(event, d, fullRelation);
-              }
-            });
-
-          const labelGroup = linkGroup
-            .append("g")
-            .attr("class", "link-label")
-            .attr("cursor", "pointer")
-            .attr("data-curve-strength", curveStrength)
-            .on("click", (event) => {
-              if (handleLinkClickRef.current) {
-                handleLinkClickRef.current(event, d, fullRelation);
-              }
-            });
-
-          labelGroup
-            .append("rect")
-            .attr("fill", theme.link.label.bg)
-            .attr("rx", 4)
-            .attr("ry", 4)
-            .attr("opacity", 0.9);
-
-          labelGroup
-            .append("text")
-            .attr("fill", theme.link.label.text)
-            .attr("font-size", "8px")
-            .attr("text-anchor", "middle")
-            .attr("dominant-baseline", "middle")
-            .attr("pointer-events", "none")
-            .text(relation);
-
-          labelGroup.attr("data-curve-strength", curveStrength);
+        const settings = forceAtlas2.inferSettings(graph);
+        forceAtlas2.assign(graph, {
+          iterations: 600,
+          settings: {
+            ...settings,
+            barnesHutOptimize: true,
+            strongGravityMode: false,
+            gravity: 0.05,
+            scalingRatio: 10,
+            slowDown: 5,
+          },
         });
-      });
 
-      // Create node circles
-      node
-        .append("circle")
-        .attr("r", 10)
-        .attr("fill", (d: any) => getNodeColor(d))
-        .attr("stroke", theme.node.stroke)
-        .attr("stroke-width", 1)
-        .attr("filter", "drop-shadow(0 2px 4px rgba(0,0,0,0.2))")
-        .attr("data-id", (d: any) => d.id)
-        .attr("cursor", "pointer");
-
-      // Add node labels
-      node
-        .append("text")
-        .attr("x", 15)
-        .attr("y", "0.3em")
-        .attr("text-anchor", "start")
-        .attr("fill", theme.node.text)
-        .attr("font-weight", "500")
-        .attr("font-size", "12px")
-        .text((d: any) => d.value)
-        .attr("cursor", "pointer");
-
-      // Handle node clicks
-      function handleNodeClick(event: any, d: any) {
-        event.stopPropagation(); // Ensure the event doesn't bubble up
-
-        if (resetLinksRef.current) resetLinksRef.current();
-        if (resetNodesRef.current) resetNodesRef.current();
-
-        const selectedNodeId = d?.id;
-
-        if (selectedNodeId && onNodeClick) {
-          onNodeClick(selectedNodeId);
-
-          // Highlight the selected node
-          // @ts-ignore
-          node
-            .selectAll("circle")
-            .filter((n: any) => n.id === selectedNodeId)
-            .attr("fill", theme.node.selected)
-            .attr("stroke", theme.node.selected)
-            .attr("stroke-width", 2);
-
-          // Find connected nodes and links
-          const connectedLinks: any[] = [];
-          const connectedNodes = new Set<any>();
-
-          // Add the selected node to the connected nodes
-          const selectedNode = nodes.find((n: any) => n.id === selectedNodeId);
-          if (selectedNode) {
-            connectedNodes.add(selectedNode);
-          }
-
-          // @ts-ignore
-          link.selectAll("path").each(function () {
-            const path = d3.select(this);
-            const source = path.attr("data-source");
-            const target = path.attr("data-target");
-
-            if (source === selectedNodeId || target === selectedNodeId) {
-              const sourceNode = nodes.find((n: any) => n.id === source);
-              const targetNode = nodes.find((n: any) => n.id === target);
-
-              if (sourceNode && targetNode) {
-                connectedLinks.push({ source: sourceNode, target: targetNode });
-                connectedNodes.add(sourceNode);
-                connectedNodes.add(targetNode);
-              }
-            }
-          });
-
-          // Calculate bounding box of connected nodes
-          if (connectedNodes.size > 0 && zoomRef.current) {
-            let minX = Infinity,
-              minY = Infinity;
-            let maxX = -Infinity,
-              maxY = -Infinity;
-
-            connectedNodes.forEach((node: any) => {
-              if (node.x !== undefined && node.y !== undefined) {
-                minX = Math.min(minX, node.x);
-                minY = Math.min(minY, node.y);
-                maxX = Math.max(maxX, node.x);
-                maxY = Math.max(maxY, node.y);
-              }
-            });
-
-            // Add padding
-            const padding = 50;
-            minX -= padding;
-            minY -= padding;
-            maxX += padding;
-            maxY += padding;
-
-            // Calculate transform to fit connected nodes
-            const boundWidth = maxX - minX;
-            const boundHeight = maxY - minY;
-            const scale =
-              0.9 * Math.min(width / boundWidth, height / boundHeight);
-            const midX = (minX + maxX) / 2;
-            const midY = (minY + maxY) / 2;
-
-            if (isFinite(scale) && isFinite(midX) && isFinite(midY)) {
-              const transform = d3.zoomIdentity
-                .translate(width / 2 - midX * scale, height / 2 - midY * scale)
-                .scale(scale);
-
-              // Animate transition to new view
-              // @ts-ignore
-              svgElement
-                .transition()
-                .duration(750)
-                .ease(d3.easeCubicInOut) // Add easing for smoother transitions
-                .call(zoomRef.current.transform, transform);
-            }
-          }
-
-          // Highlight connected links
-          // @ts-ignore
-          link
-            .selectAll("path")
-            .attr("stroke", theme.link.stroke)
-            .attr("stroke-opacity", 0.6)
-            .attr("stroke-width", 1)
-            .filter(function () {
-              const path = d3.select(this);
-              return (
-                path.attr("data-source") === selectedNodeId ||
-                path.attr("data-target") === selectedNodeId
-              );
-            })
-            .attr("stroke", themeMode === "dark" ? "#ffffff" : colors.pink[600])
-            .attr("stroke-width", 2);
-        }
+        noverlap.assign(graph, {
+          maxIterations: 150,
+          settings: {
+            margin: 5,
+            expansion: 1.1,
+            gridSize: 20,
+          },
+        });
       }
 
-      // Attach click handler to nodes
-      node.on("click", handleNodeClick);
-
-      // Store a reference to the current SVG element
-      const svgRefCurrent = svgRef.current;
-
-      // Add blur handler
-      svgElement.on("click", function (event) {
-        // Make sure we only handle clicks directly on the SVG element, not on its children
-        if (event.target === svgRefCurrent) {
-          if (onBlur) onBlur();
-          if (resetLinksRef.current) resetLinksRef.current();
-          if (resetNodesRef.current) resetNodesRef.current();
-        }
+      // Create Sigma instance
+      const sigma = new Sigma(graph, containerRef.current, {
+        renderEdgeLabels: true,
+        defaultEdgeColor: theme.link.stroke,
+        defaultNodeColor: theme.node.fill,
+        enableEdgeEvents: true,
+        minCameraRatio: 0.1,
+        maxCameraRatio: 2,
       });
 
-      // Update positions on simulation tick
-      simulation.on("tick", () => {
-        // Update link paths and labels
-        link.each(function (d: any) {
-          // Make sure d.source and d.target have x and y properties
-          if (!d.source.x && typeof d.source === "string") {
-            const sourceNode = nodes.find((n: any) => n.id === d.source);
-            // @ts-ignore - Node will have x,y properties from d3 simulation
-            if (sourceNode && sourceNode.x) {
-              d.source = sourceNode;
-            }
-          }
+      sigmaRef.current = sigma;
 
-          if (!d.target.x && typeof d.target === "string") {
-            const targetNode = nodes.find((n: any) => n.id === d.target);
-            // @ts-ignore - Node will have x,y properties from d3 simulation
-            if (targetNode && targetNode.x) {
-              d.target = targetNode;
-            }
-          }
+      // Set up camera for zoom on mount
+      if (zoomOnMount) {
+        setTimeout(() => {
+          sigma
+            .getCamera()
+            .animate(sigma.getCamera().getState(), { duration: 750 });
+        }, 100);
+      }
 
-          const linkGroup = d3.select(this);
-          linkGroup.selectAll("path").each(function () {
-            const path = d3.select(this);
-            const curveStrength = +path.attr("data-curve-strength") || 0;
+      // --- Drag and Drop Implementation ---
+      let draggedNode: string | null = null;
+      let isDragging = false;
 
-            // Handle self-referencing nodes
-            if (d.source.id === d.target.id) {
-              // Create an elliptical path for self-references
-              const radiusX = 40;
-              const radiusY = 90;
-              const offset = radiusY + 20;
+      sigma.on("downNode", (e) => {
+        isDragging = true;
+        draggedNode = e.node;
+        graph.setNodeAttribute(draggedNode, "highlighted", true);
+        if (!sigma.getCustomBBox()) sigma.setCustomBBox(sigma.getBBox());
+      });
 
-              const cx = d.source.x;
-              const cy = d.source.y - offset;
-              const path_d = `M${d.source.x},${d.source.y} 
-              C${cx - radiusX},${cy} 
-               ${cx + radiusX},${cy} 
-               ${d.source.x},${d.source.y}`;
-              path.attr("d", path_d);
+      sigma.on("moveBody", ({ event }) => {
+        if (!isDragging || !draggedNode) return;
+        const pos = sigma.viewportToGraph(event);
+        graph.setNodeAttribute(draggedNode, "x", pos.x);
+        graph.setNodeAttribute(draggedNode, "y", pos.y);
+        event.preventSigmaDefault?.();
+        event.original?.preventDefault?.();
+        event.original?.stopPropagation?.();
+      });
 
-              // Position the label
-              // @ts-ignore
-              const labelGroup = linkGroup
-                .selectAll(".link-label")
-                .filter(function () {
-                  return (
-                    d3.select(this).attr("data-curve-strength") ===
-                    String(curveStrength)
-                  );
-                });
+      const handleUp = () => {
+        if (draggedNode) {
+          graph.removeNodeAttribute(draggedNode, "highlighted");
+        }
+        isDragging = false;
+        draggedNode = null;
+      };
+      sigma.on("upNode", handleUp);
+      sigma.on("upStage", handleUp);
 
-              // Update both the group position and the rectangle/text within it
-              labelGroup.attr("transform", `translate(${cx}, ${cy - 10})`);
+      // --- End Drag and Drop ---
 
-              // Update the rectangle and text positioning
-              // @ts-ignore
-              const text = labelGroup.select("text");
-              // @ts-ignore
-              const rect = labelGroup.select("rect");
-              const textBBox = (text.node() as SVGTextElement)?.getBBox();
-
-              if (textBBox) {
-                rect
-                  .attr("x", -textBBox.width / 2 - 6)
-                  .attr("y", -textBBox.height / 2 - 4)
-                  .attr("width", textBBox.width + 12)
-                  .attr("height", textBBox.height + 8);
-
-                text.attr("x", 0).attr("y", 0);
-              }
-            } else {
-              const dx = d.target.x - d.source.x;
-              const dy = d.target.y - d.source.y;
-              const dr = Math.sqrt(dx * dx + dy * dy);
-
-              const midX = (d.source.x + d.target.x) / 2;
-              const midY = (d.source.y + d.target.y) / 2;
-              const normalX = -dy / dr;
-              const normalY = dx / dr;
-              const curveMagnitude = dr * curveStrength;
-              const controlX = midX + normalX * curveMagnitude;
-              const controlY = midY + normalY * curveMagnitude;
-
-              const path_d = `M${d.source.x},${d.source.y} Q${controlX},${controlY} ${d.target.x},${d.target.y}`;
-              path.attr("d", path_d);
-
-              const pathNode = path.node() as SVGPathElement;
-              if (pathNode) {
-                const pathLength = pathNode.getTotalLength();
-                const midPoint = pathNode.getPointAtLength(pathLength / 2);
-
-                // @ts-ignore - Intentionally ignoring d3 selection type issues as in the Svelte version
-                const labelGroup = linkGroup
-                  .selectAll(".link-label")
-                  .filter(function () {
-                    return (
-                      d3.select(this).attr("data-curve-strength") ===
-                      String(curveStrength)
-                    );
-                  });
-
-                if (midPoint) {
-                  // @ts-ignore - Intentionally ignoring d3 selection type issues as in the Svelte version
-                  const text = labelGroup.select("text");
-                  // @ts-ignore - Intentionally ignoring d3 selection type issues as in the Svelte version
-                  const rect = labelGroup.select("rect");
-                  const textBBox = (text.node() as SVGTextElement)?.getBBox();
-
-                  if (textBBox) {
-                    const angle =
-                      (Math.atan2(
-                        d.target.y - d.source.y,
-                        d.target.x - d.source.x,
-                      ) *
-                        180) /
-                      Math.PI;
-                    const rotationAngle =
-                      angle > 90 || angle < -90 ? angle - 180 : angle;
-
-                    labelGroup.attr(
-                      "transform",
-                      `translate(${midPoint.x}, ${midPoint.y}) rotate(${rotationAngle})`,
-                    );
-
-                    rect
-                      .attr("x", -textBBox.width / 2 - 6)
-                      .attr("y", -textBBox.height / 2 - 4)
-                      .attr("width", textBBox.width + 12)
-                      .attr("height", textBBox.height + 8);
-
-                    text.attr("x", 0).attr("y", 0);
-                  }
-                }
-              }
-            }
-          });
+      // Node click handler
+      sigma.on("clickNode", (event) => {
+        const { node } = event;
+        // resetHighlights();
+        if (onNodeClick) {
+          onNodeClick(node);
+        }
+        graph.setNodeAttribute(node, "highlighted", true);
+        graph.setNodeAttribute(node, "color", theme.node.selected);
+        selectedNodeRef.current = node;
+        graph.forEachEdge(node, (edge, _attributes, source, target) => {
+          graph.setEdgeAttribute(edge, "highlighted", true);
+          graph.setEdgeAttribute(edge, "color", theme.link.selected);
+          const otherNode = source === node ? target : source;
+          graph.setNodeAttribute(otherNode, "highlighted", true);
+          graph.setNodeAttribute(otherNode, "color", theme.node.selected);
         });
-
-        // Update node positions
-        node.attr("transform", (d: any) => `translate(${d.x},${d.y})`);
+        // const nodePosition = sigma.getNodeDisplayData(node);
+        // if (nodePosition) {
+        //   sigma
+        //     .getCamera()
+        //     .animate(
+        //       { x: nodePosition.x, y: nodePosition.y, ratio: 0.5 },
+        //       { duration: 500 },
+        //     );
+        // }
       });
 
-      // Handle zoom-to-fit on mount
-      let hasInitialized = false;
-
-      simulation.on("end", () => {
-        if (hasInitialized || !zoomOnMount || !zoomRef.current) return;
-        hasInitialized = true;
-
-        const bounds = g.node()?.getBBox();
-        if (bounds) {
-          const fullWidth = width;
-          const fullHeight = height;
-          const currentWidth = bounds.width || 1;
-          const currentHeight = bounds.height || 1;
-
-          // Only proceed if we have valid dimensions
-          if (
-            currentWidth > 0 &&
-            currentHeight > 0 &&
-            fullWidth > 0 &&
-            fullHeight > 0
-          ) {
-            const midX = bounds.x + currentWidth / 2;
-            const midY = bounds.y + currentHeight / 2;
-
-            // Calculate scale to fit with padding
-            const scale =
-              0.8 *
-              Math.min(fullWidth / currentWidth, fullHeight / currentHeight);
-
-            // Ensure we have valid numbers before creating transform
-            if (isFinite(midX) && isFinite(midY) && isFinite(scale)) {
-              const transform = d3.zoomIdentity
-                .translate(
-                  fullWidth / 2 - midX * scale,
-                  fullHeight / 2 - midY * scale,
-                )
-                .scale(scale);
-
-              // Smoothly animate to the new transform
-              // @ts-ignore
-              svgElement
-                .transition()
-                .duration(750)
-                .ease(d3.easeCubicInOut) // Add easing for smoother transitions
-                .call(zoomRef.current.transform, transform);
-            } else {
-              console.warn("Invalid transform values:", { midX, midY, scale });
-              // Fallback to a simple center transform
-              const transform = d3.zoomIdentity
-                .translate(fullWidth / 2, fullHeight / 2)
-                .scale(0.8);
-              svgElement.call(zoomRef.current.transform, transform);
-            }
+      // Edge click handler
+      sigma.on("clickEdge", (event) => {
+        const { edge } = event;
+        resetHighlights();
+        const edgeAttrs = graph.getEdgeAttributes(edge);
+        if (edgeAttrs.relationData && edgeAttrs.relationData.length > 0) {
+          const relation = edgeAttrs.relationData[0];
+          if (onEdgeClick) {
+            onEdgeClick(relation.id);
           }
         }
+        graph.setEdgeAttribute(edge, "highlighted", true);
+        graph.setEdgeAttribute(edge, "color", theme.link.selected);
+        selectedEdgeRef.current = edge;
+        const source = graph.source(edge);
+        const target = graph.target(edge);
+        graph.setNodeAttribute(source, "highlighted", true);
+        graph.setNodeAttribute(source, "color", theme.node.selected);
+        graph.setNodeAttribute(target, "highlighted", true);
+        graph.setNodeAttribute(target, "color", theme.node.selected);
+        const sourcePos = sigma.getNodeDisplayData(source);
+        const targetPos = sigma.getNodeDisplayData(target);
+        if (sourcePos && targetPos) {
+          const centerX = (sourcePos.x + targetPos.x) / 2;
+          const centerY = (sourcePos.y + targetPos.y) / 2;
+          // sigma
+          //   .getCamera()
+          //   .animate({ x: centerX, y: centerY, ratio: 0.5 }, { duration: 500 });
+        }
       });
 
-      // Cleanup function - only called when component unmounts
+      // Background click handler
+      sigma.on("clickStage", () => {
+        resetHighlights();
+        if (onBlur) {
+          onBlur();
+        }
+      });
+
+      // Cleanup function
       return () => {
-        simulation.stop();
-        // Save the ref to a variable before using it in cleanup
-        const currentSvgRef = svgRef.current;
-        if (currentSvgRef) {
-          d3.select(currentSvgRef).on("click", null);
+        if (sigmaRef.current) {
+          sigmaRef.current.kill();
+          sigmaRef.current = null;
+        }
+        if (graphRef.current) {
+          graphRef.current.clear();
+          graphRef.current = null;
         }
         isInitializedRef.current = false;
       };
-      // We're keeping the dependency array empty to ensure initialization runs only once on mount
-      // eslint-disable-next-line react-hooks/exhaustive-deps
-    }, []);
+    }, [nodes, edges]);
 
-    // This effect updates the graph theme colors when the theme changes
-    useEffect(() => {
-      // Skip if not initialized
-      if (!svgRef.current || !isInitializedRef.current) return;
-
-      const svgElement = d3.select(svgRef.current);
-
-      // Update background
-      svgElement.style("background-color", "var(--background-3)");
-
-      // Update nodes - use getNodeColor for proper color assignment
-      svgElement
-        .selectAll("circle")
-        .attr("fill", (d: any) => getNodeColor(d))
-        .attr("stroke", theme.node.stroke);
-
-      // Update node labels
-      // @ts-ignore
-      svgElement.selectAll("text").attr("fill", theme.node.text);
-
-      // Update links
-      // @ts-ignore
-      svgElement
-        .selectAll("path")
-        .attr("stroke", theme.link.stroke)
-        .attr("stroke-opacity", 0.6);
-
-      // Update selected links if any
-      // @ts-ignore
-      svgElement
-        .selectAll("path.selected")
-        .attr("stroke", theme.link.selected)
-        .attr("stroke-opacity", 1);
-
-      // Update link labels
-      // @ts-ignore
-      svgElement
-        .selectAll(".link-label rect")
-        .attr("fill", theme.link.label.bg);
-      // @ts-ignore
-      svgElement
-        .selectAll(".link-label text")
-        .attr("fill", theme.link.label.text);
-
-      // This effect has many dependencies that would cause frequent re-renders
-      // We're disabling the exhaustive deps rule to prevent unnecessary re-renders
-      // eslint-disable-next-line react-hooks/exhaustive-deps
-    }, [themeMode]);
+    // // Theme update effect
+    // useEffect(() => {
+    //   if (!sigmaRef.current || !graphRef.current || !isInitializedRef.current)
+    //     return;
+    //   const graph = graphRef.current;
+    //   graph.forEachNode((node) => {
+    //     const nodeData = graph.getNodeAttribute(node, "nodeData");
+    //     const isHighlighted = graph.getNodeAttribute(node, "highlighted");
+    //     if (!isHighlighted) {
+    //       graph.setNodeAttribute(node, "color", getNodeColor(nodeData));
+    //     }
+    //   });
+    //   graph.forEachEdge((edge) => {
+    //     const isHighlighted = graph.getEdgeAttribute(edge, "highlighted");
+    //     if (!isHighlighted) {
+    //       graph.setEdgeAttribute(edge, "color", theme.link.stroke);
+    //     }
+    //   });
+    //   sigmaRef.current.setSetting("defaultEdgeColor", theme.link.stroke);
+    //   sigmaRef.current.setSetting("defaultNodeColor", "red");
+    // }, [theme, getNodeColor]);
 
     return (
-      <svg
-        ref={svgRef}
-        width={width}
-        height={height}
-        viewBox={`0 0 ${width} ${height}`}
+      <div
+        ref={containerRef}
+        className=""
         style={{
-          width: "100%",
+          width: `${width}px`,
           height: `${height}px`,
-          backgroundColor: theme.background,
           borderRadius: "8px",
           cursor: "grab",
         }}
diff --git a/apps/webapp/app/components/graph/node-colors.ts b/apps/webapp/app/components/graph/node-colors.ts
index 1d81634..78222f5 100644
--- a/apps/webapp/app/components/graph/node-colors.ts
+++ b/apps/webapp/app/components/graph/node-colors.ts
@@ -1,34 +1,34 @@
 import colors from "tailwindcss/colors";
 
-// Define a color palette for node coloring
+// Define a color palette for node coloring using hex values directly
 export const nodeColorPalette = {
   light: [
-    "var(--custom-color-1)", // Entity (default)
-    "var(--custom-color-2)",
-    "var(--custom-color-3)",
-    "var(--custom-color-4)",
-    "var(--custom-color-5)",
-    "var(--custom-color-6)",
-    "var(--custom-color-7)",
-    "var(--custom-color-8)",
-    "var(--custom-color-9)",
-    "var(--custom-color-10)",
-    "var(--custom-color-11)",
-    "var(--custom-color-12)",
+    "#b56455", // Entity (default)
+    "#7b8a34",
+    "#1c91a8",
+    "#886dbc",
+    "#ad6e30",
+    "#54935b",
+    "#4187c0",
+    "#a165a1",
+    "#997d1d",
+    "#2b9684",
+    "#2b9684",
+    "#b0617c",
   ],
   dark: [
-    "var(--custom-color-1)", // Entity (default)
-    "var(--custom-color-2)",
-    "var(--custom-color-3)",
-    "var(--custom-color-4)",
-    "var(--custom-color-5)",
-    "var(--custom-color-6)",
-    "var(--custom-color-7)",
-    "var(--custom-color-8)",
-    "var(--custom-color-9)",
-    "var(--custom-color-10)",
-    "var(--custom-color-11)",
-    "var(--custom-color-12)",
+    "#b56455", // Entity (default)
+    "#7b8a34",
+    "#1c91a8",
+    "#886dbc",
+    "#ad6e30",
+    "#54935b",
+    "#4187c0",
+    "#a165a1",
+    "#997d1d",
+    "#2b9684",
+    "#2b9684",
+    "#b0617c",
   ],
 };
 
diff --git a/apps/webapp/app/components/layout/AppLayout.tsx b/apps/webapp/app/components/layout/app-layout.tsx
similarity index 100%
rename from apps/webapp/app/components/layout/AppLayout.tsx
rename to apps/webapp/app/components/layout/app-layout.tsx
diff --git a/apps/webapp/app/components/layout/LoginPageLayout.tsx b/apps/webapp/app/components/layout/login-page-layout.tsx
similarity index 66%
rename from apps/webapp/app/components/layout/LoginPageLayout.tsx
rename to apps/webapp/app/components/layout/login-page-layout.tsx
index 1619af8..7c87ff4 100644
--- a/apps/webapp/app/components/layout/LoginPageLayout.tsx
+++ b/apps/webapp/app/components/layout/login-page-layout.tsx
@@ -3,15 +3,13 @@ import Logo from "../logo/logo";
 import { Theme, useTheme } from "remix-themes";
 
 export function LoginPageLayout({ children }: { children: React.ReactNode }) {
-  const [, setTheme] = useTheme();
-
   return (
     <div className="flex min-h-svh flex-col items-center justify-center gap-6 p-6 md:p-10">
-      <div className="flex w-full max-w-sm flex-col gap-6">
+      <div className="flex w-full max-w-sm flex-col items-center gap-2">
+        <div className="flex size-10 items-center justify-center rounded-md">
+          <Logo width={60} height={60} />
+        </div>
         <a href="#" className="flex items-center gap-2 self-center font-medium">
-          <div className="bg-background-3 flex size-6 items-center justify-center rounded-md">
-            <Logo width={20} height={20} />
-          </div>
           <div className="font-mono">C.O.R.E.</div>
         </a>
         {children}
diff --git a/apps/webapp/app/components/logo/core.svg b/apps/webapp/app/components/logo/core.svg
new file mode 100644
index 0000000..eff361b
--- /dev/null
+++ b/apps/webapp/app/components/logo/core.svg
@@ -0,0 +1,42 @@
+<svg width="282" height="282" viewBox="0 0 282 282" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M80.0827 36.8297C92.7421 5.92292 120.776 19.7406 134.464 31.4565C135.321 32.19 135.792 33.2698 135.792 34.3978V250.904C135.792 252.083 135.253 253.224 134.336 253.966C103.335 279.044 85.2828 259.211 80.0827 245.933C44.9187 241.31 43.965 210.382 47.8837 195.496C15.173 188.351 17.5591 153.64 22.841 137.178C9.34813 109.018 33.9141 91.8201 47.8837 86.7414C40.524 52.2761 66.2831 39.1064 80.0827 36.8297Z" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="94.9384" y2="-2" transform="matrix(0.594988 0.803734 -0.785925 0.618321 77.3574 39.0923)" stroke="#C15E50" stroke-width="4"/>
+<path d="M49.1309 86.2527L136.212 177.224" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="90.5781" y2="-2" transform="matrix(0.81717 0.576396 -0.552987 0.83319 32.5566 144.514)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="145.522" y2="-2" transform="matrix(0.689338 -0.72444 0.703134 0.711057 35.4785 140.498)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="77.0207" y2="-2" transform="matrix(0.531085 -0.847319 0.832259 0.554387 49.1133 196.723)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="111.293" y2="-2" transform="matrix(-0.980107 0.198471 -0.187173 -0.982327 135.791 118.41)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="58.2375" y2="-2" transform="matrix(0.535143 -0.844762 0.829524 0.558472 81.252 246.924)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="64.1562" y2="-2" transform="matrix(-0.506896 -0.862007 0.848017 -0.529968 137.443 252.989)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="45.3484" y2="-2" transform="matrix(-0.0859054 0.996303 -0.995828 -0.0912537 110.471 151.542)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="87.7438" y2="-2" transform="matrix(0.998952 -0.04577 0.0430721 0.999072 49.1133 198.731)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="64.1538" y2="-2" transform="matrix(-0.166991 0.985958 -0.984183 -0.177152 100.73 68.2088)" stroke="#C15E50" stroke-width="4"/>
+<circle cx="102.68" cy="67.2048" r="9.88852" fill="#C15E50"/>
+<ellipse cx="91.965" cy="129.454" rx="10.7131" ry="11.0442" fill="#C15E50"/>
+<circle cx="106.574" cy="194.715" r="9.88852" fill="#C15E50"/>
+<ellipse cx="49.5993" cy="86.7831" rx="7.30438" ry="7.53012" fill="#C15E50"/>
+<ellipse cx="81.7387" cy="38.5903" rx="6.33046" ry="6.5261" fill="#C15E50"/>
+<ellipse cx="27.2" cy="141" rx="11.2" ry="11.5462" fill="#C15E50"/>
+<circle cx="81.2534" cy="243.912" r="5.93311" fill="#C15E50"/>
+<circle cx="52.0352" cy="194.715" r="6.92197" fill="#C15E50"/>
+<path d="M201.917 245.17C189.258 276.077 161.224 262.259 147.536 250.543C146.679 249.81 146.208 248.73 146.208 247.602V31.096C146.208 29.9172 146.747 28.7757 147.664 28.0343C178.665 2.95557 196.717 22.7885 201.917 36.0669C237.081 40.6903 238.035 71.618 234.116 86.5039C266.827 93.6492 264.441 128.36 259.159 144.822C272.652 172.982 248.086 190.18 234.116 195.259C241.476 229.724 215.717 242.894 201.917 245.17Z" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="94.9384" y2="-2" transform="matrix(-0.594988 -0.803734 0.785925 -0.618321 204.643 242.908)" stroke="#C15E50" stroke-width="4"/>
+<path d="M232.869 195.747L145.788 104.776" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="90.5781" y2="-2" transform="matrix(-0.81717 -0.576396 0.552987 -0.83319 249.443 137.486)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="145.522" y2="-2" transform="matrix(-0.689338 0.72444 -0.703134 -0.711057 246.521 141.502)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="77.0207" y2="-2" transform="matrix(-0.531085 0.847319 -0.832259 -0.554387 232.887 85.2771)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="111.293" y2="-2" transform="matrix(0.980107 -0.198471 0.187173 0.982327 146.209 163.59)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="58.2375" y2="-2" transform="matrix(-0.535143 0.844762 -0.829524 -0.558472 200.748 35.0763)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="64.1562" y2="-2" transform="matrix(0.506896 0.862007 -0.848017 0.529968 144.557 29.0108)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="45.3484" y2="-2" transform="matrix(0.0859054 -0.996303 0.995828 0.0912537 171.529 130.458)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="87.7438" y2="-2" transform="matrix(-0.998952 0.04577 -0.0430721 -0.999072 232.887 83.2691)" stroke="#C15E50" stroke-width="4"/>
+<line y1="-2" x2="64.1538" y2="-2" transform="matrix(0.166991 -0.985958 0.984183 0.177152 181.27 213.791)" stroke="#C15E50" stroke-width="4"/>
+<circle cx="179.32" cy="214.795" r="9.88852" transform="rotate(180 179.32 214.795)" fill="#C15E50"/>
+<ellipse cx="190.035" cy="152.546" rx="10.7131" ry="11.0442" transform="rotate(180 190.035 152.546)" fill="#C15E50"/>
+<circle cx="175.426" cy="87.2852" r="9.88852" transform="rotate(180 175.426 87.2852)" fill="#C15E50"/>
+<ellipse cx="232.401" cy="195.217" rx="7.30438" ry="7.53012" transform="rotate(180 232.401 195.217)" fill="#C15E50"/>
+<ellipse cx="200.261" cy="243.41" rx="6.33046" ry="6.5261" transform="rotate(180 200.261 243.41)" fill="#C15E50"/>
+<ellipse cx="254.8" cy="141" rx="11.2" ry="11.5462" transform="rotate(180 254.8 141)" fill="#C15E50"/>
+<circle cx="200.747" cy="38.0884" r="5.93311" transform="rotate(180 200.747 38.0884)" fill="#C15E50"/>
+<circle cx="229.965" cy="87.2852" r="6.92197" transform="rotate(180 229.965 87.2852)" fill="#C15E50"/>
+</svg>
diff --git a/apps/webapp/app/components/logo/logo.tsx b/apps/webapp/app/components/logo/logo.tsx
index a854395..f94779d 100644
--- a/apps/webapp/app/components/logo/logo.tsx
+++ b/apps/webapp/app/components/logo/logo.tsx
@@ -56,41 +56,276 @@ export default function StaticLogo({ width, height }: LogoProps) {
   return (
     <svg
       width={width}
-      height={width}
-      viewBox="0 0 512 512"
+      height={height}
+      viewBox="0 0 282 282"
       fill="none"
       xmlns="http://www.w3.org/2000/svg"
     >
-      <mask
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diff --git a/apps/webapp/app/components/sidebar/app-sidebar.tsx b/apps/webapp/app/components/sidebar/app-sidebar.tsx
index 4949379..5ff81b1 100644
--- a/apps/webapp/app/components/sidebar/app-sidebar.tsx
+++ b/apps/webapp/app/components/sidebar/app-sidebar.tsx
@@ -8,43 +8,52 @@ import {
   SidebarMenu,
   SidebarMenuItem,
 } from "../ui/sidebar";
-import { DashboardIcon } from "@radix-ui/react-icons";
-import { Code, Search } from "lucide-react";
+import { Activity, LayoutGrid, MessageSquare, Network } from "lucide-react";
 import { NavMain } from "./nav-main";
 import { useUser } from "~/hooks/useUser";
 import { NavUser } from "./nav-user";
-import { useWorkspace } from "~/hooks/useWorkspace";
+import Logo from "../logo/logo";
 
 const data = {
   navMain: [
     {
-      title: "Dashboard",
+      title: "Conversation",
+      url: "/home/conversation",
+      icon: MessageSquare,
+    },
+    {
+      title: "Memory",
       url: "/home/dashboard",
-      icon: DashboardIcon,
+      icon: Network,
     },
     {
-      title: "API",
-      url: "/home/api",
-      icon: Code,
+      title: "Activity",
+      url: "/home/activity",
+      icon: Activity,
     },
     {
-      title: "Logs",
-      url: "/home/logs",
-      icon: Search,
+      title: "Integrations",
+      url: "/home/integrations",
+      icon: LayoutGrid,
     },
   ],
 };
 
 export function AppSidebar({ ...props }: React.ComponentProps<typeof Sidebar>) {
   const user = useUser();
-  const workspace = useWorkspace();
 
   return (
-    <Sidebar collapsible="offcanvas" {...props} className="bg-background">
+    <Sidebar
+      collapsible="none"
+      {...props}
+      className="bg-background h-[100vh] w-[calc(var(--sidebar-width-icon)+1px)]! py-2"
+    >
       <SidebarHeader>
         <SidebarMenu>
           <SidebarMenuItem>
-            <span className="text-base font-semibold">{workspace.name}</span>
+            <div className="mt-1 flex w-full items-center justify-center">
+              <Logo width={20} height={20} />
+            </div>
           </SidebarMenuItem>
         </SidebarMenu>
       </SidebarHeader>
diff --git a/apps/webapp/app/components/sidebar/nav-main.tsx b/apps/webapp/app/components/sidebar/nav-main.tsx
index f2bee0a..f3a6d46 100644
--- a/apps/webapp/app/components/sidebar/nav-main.tsx
+++ b/apps/webapp/app/components/sidebar/nav-main.tsx
@@ -1,3 +1,4 @@
+import { cn } from "~/lib/utils";
 import {
   SidebarGroup,
   SidebarGroupContent,
@@ -28,10 +29,13 @@ export const NavMain = ({
               <SidebarMenuButton
                 tooltip={item.title}
                 isActive={location.pathname.includes(item.url)}
+                className={cn(
+                  location.pathname.includes(item.url) &&
+                    "!bg-grayAlpha-100 hover:bg-grayAlpha-100!",
+                )}
                 onClick={() => navigate(item.url)}
               >
                 {item.icon && <item.icon />}
-                <span>{item.title}</span>
               </SidebarMenuButton>
             </SidebarMenuItem>
           ))}
diff --git a/apps/webapp/app/components/sidebar/nav-user.tsx b/apps/webapp/app/components/sidebar/nav-user.tsx
index d3f4d3d..7002560 100644
--- a/apps/webapp/app/components/sidebar/nav-user.tsx
+++ b/apps/webapp/app/components/sidebar/nav-user.tsx
@@ -1,4 +1,4 @@
-import { LogOut } from "lucide-react";
+import { LogOut, Settings } from "lucide-react";
 import { AvatarText } from "../ui/avatar";
 import {
   DropdownMenu,
@@ -8,33 +8,48 @@ import {
   DropdownMenuSeparator,
   DropdownMenuTrigger,
 } from "../ui/dropdown-menu";
-import { SidebarMenu, SidebarMenuItem, useSidebar } from "../ui/sidebar";
+import {
+  SidebarMenu,
+  SidebarMenuButton,
+  SidebarMenuItem,
+  useSidebar,
+} from "../ui/sidebar";
 import type { User } from "~/models/user.server";
 import { Button } from "../ui";
+import { cn } from "~/lib/utils";
+import { useLocation, useNavigate } from "@remix-run/react";
 
 export function NavUser({ user }: { user: User }) {
   const { isMobile } = useSidebar();
+  const location = useLocation();
+  const navigate = useNavigate();
 
   return (
     <SidebarMenu>
+      <SidebarMenuItem className="mb-2 flex justify-center">
+        <Button
+          variant="ghost"
+          isActive={location.pathname.includes("settings")}
+          className={cn(
+            location.pathname.includes("settings") &&
+              "!bg-grayAlpha-100 hover:bg-grayAlpha-100!",
+          )}
+          onClick={() => navigate("/settings")}
+        >
+          <Settings size={18} />
+        </Button>
+      </SidebarMenuItem>
       <SidebarMenuItem>
         <DropdownMenu>
           <DropdownMenuTrigger asChild>
             <Button
-              size="lg"
               variant="link"
-              className="data-[state=open]:bg-sidebar-accent data-[state=open]:text-sidebar-accent-foreground ,b-2 mb-2 gap-2 px-2"
+              className="data-[state=open]:bg-sidebar-accent data-[state=open]:text-sidebar-accent-foreground mb-2 gap-2 px-3"
             >
               <AvatarText
                 text={user.name ?? "User"}
                 className="h-6 w-6 rounded"
               />
-              <div className="grid flex-1 text-left text-sm leading-tight">
-                <span className="truncate font-medium">{user.name}</span>
-                <span className="text-muted-foreground truncate text-xs">
-                  {user.email}
-                </span>
-              </div>
             </Button>
           </DropdownMenuTrigger>
           <DropdownMenuContent
diff --git a/apps/webapp/app/components/ui/header.tsx b/apps/webapp/app/components/ui/header.tsx
new file mode 100644
index 0000000..dd1db50
--- /dev/null
+++ b/apps/webapp/app/components/ui/header.tsx
@@ -0,0 +1,32 @@
+import { useLocation } from "@remix-run/react";
+
+const PAGE_TITLES: Record<string, string> = {
+  "/home/dashboard": "Memory graph",
+  "/home/conversation": "Conversation",
+  "/home/integrations": "Integrations",
+  "/home/activity": "Activity",
+};
+
+function getHeaderTitle(pathname: string): string {
+  // Try to match the most specific path first
+  for (const key of Object.keys(PAGE_TITLES)) {
+    if (pathname.startsWith(key)) {
+      return PAGE_TITLES[key];
+    }
+  }
+  // Default fallback
+  return "Documents";
+}
+
+export function SiteHeader() {
+  const location = useLocation();
+  const title = getHeaderTitle(location.pathname);
+
+  return (
+    <header className="flex h-(--header-height) shrink-0 items-center gap-2 border-b transition-[width,height] ease-linear group-has-data-[collapsible=icon]/sidebar-wrapper:h-(--header-height)">
+      <div className="flex w-full items-center gap-1 px-4 lg:gap-2">
+        <h1 className="text-base">{title}</h1>
+      </div>
+    </header>
+  );
+}
diff --git a/apps/webapp/app/components/ui/sheet.tsx b/apps/webapp/app/components/ui/sheet.tsx
index 104a951..2f74842 100644
--- a/apps/webapp/app/components/ui/sheet.tsx
+++ b/apps/webapp/app/components/ui/sheet.tsx
@@ -29,7 +29,7 @@ const SheetOverlay = React.forwardRef<
 SheetOverlay.displayName = SheetPrimitive.Overlay.displayName;
 
 const sheetVariants = cva(
-  "fixed z-50 gap-4 bg-background p-6 shadow-lg transition ease-in-out data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:duration-300 data-[state=open]:duration-500",
+  "fixed z-50 gap-4 bg-background-2 p-6 shadow-lg transition ease-in-out data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:duration-300 data-[state=open]:duration-500",
   {
     variants: {
       side: {
diff --git a/apps/webapp/app/components/ui/sidebar.tsx b/apps/webapp/app/components/ui/sidebar.tsx
index 914fc28..726f8fb 100644
--- a/apps/webapp/app/components/ui/sidebar.tsx
+++ b/apps/webapp/app/components/ui/sidebar.tsx
@@ -263,8 +263,7 @@ function SidebarTrigger({
       data-sidebar="trigger"
       data-slot="sidebar-trigger"
       variant="ghost"
-      size="icon"
-      className={cn("size-7", className)}
+      className={cn("size-8", className)}
       onClick={(event) => {
         onClick?.(event);
         toggleSidebar();
@@ -307,7 +306,7 @@ function SidebarInset({ className, ...props }: React.ComponentProps<"main">) {
     <main
       data-slot="sidebar-inset"
       className={cn(
-        "bg-background relative flex w-full flex-1 flex-col",
+        "bg-background-3 relative flex w-full flex-1 flex-col",
         "md:peer-data-[variant=inset]:m-2 md:peer-data-[variant=inset]:ml-0 md:peer-data-[variant=inset]:rounded-xl md:peer-data-[variant=inset]:shadow-sm md:peer-data-[variant=inset]:peer-data-[state=collapsed]:ml-2",
         className,
       )}
@@ -324,7 +323,7 @@ function SidebarInput({
     <Input
       data-slot="sidebar-input"
       data-sidebar="input"
-      className={cn("bg-background h-8 w-full shadow-none", className)}
+      className={cn("bg-background-2 h-8 w-full shadow-none", className)}
       {...props}
     />
   );
@@ -472,11 +471,11 @@ function SidebarMenuItem({ className, ...props }: React.ComponentProps<"li">) {
 }
 
 const sidebarMenuButtonVariants = cva(
-  "peer/menu-button flex w-full items-center gap-2 overflow-hidden rounded-md p-2 text-left text-sm outline-hidden ring-sidebar-ring transition-[width,height,padding] hover:bg-sidebar-accent hover:text-sidebar-accent-foreground focus-visible:ring-2 active:bg-sidebar-accent active:text-sidebar-accent-foreground disabled:pointer-events-none disabled:opacity-50 group-has-data-[sidebar=menu-action]/menu-item:pr-8 aria-disabled:pointer-events-none aria-disabled:opacity-50 data-[active=true]:bg-sidebar-accent data-[active=true]:font-medium data-[active=true]:text-sidebar-accent-foreground data-[state=open]:hover:bg-sidebar-accent data-[state=open]:hover:text-sidebar-accent-foreground group-data-[collapsible=icon]:size-8! group-data-[collapsible=icon]:p-2! [&>span:last-child]:truncate [&>svg]:size-4 [&>svg]:shrink-0",
+  "peer/menu-button flex w-full items-center gap-2 overflow-hidden rounded-md p-2 text-left text-sm outline-hidden ring-sidebar-ring transition-[width,height,padding] hover:bg-sidebar-accent hover:text-sidebar-accent-foreground focus-visible:ring-2 active:!bg-background-3 active:!text-accent-foreground disabled:pointer-events-none disabled:opacity-50 group-has-data-[sidebar=menu-action]/menu-item:pr-8 aria-disabled:pointer-events-none aria-disabled:opacity-50 data-[active=true]:bg-sidebar-accent data-[active=true]:font-medium data-[active=true]:text-sidebar-accent-foreground data-[state=open]:hover:bg-sidebar-accent data-[state=open]:hover:text-sidebar-accent-foreground group-data-[collapsible=icon]:size-8! group-data-[collapsible=icon]:p-2! [&>span:last-child]:truncate [&>svg]:size-4 [&>svg]:shrink-0",
   {
     variants: {
       variant: {
-        default: "hover:bg-sidebar-accent hover:text-sidebar-accent-foreground",
+        default: "hover:bg-grayAlpha-100 hover:text-accent-foreground",
         outline:
           "bg-background shadow-[0_0_0_1px_hsl(var(--sidebar-border))] hover:bg-sidebar-accent hover:text-sidebar-accent-foreground hover:shadow-[0_0_0_1px_hsl(var(--sidebar-accent))]",
       },
diff --git a/apps/webapp/app/components/use-auto-scroll.tsx b/apps/webapp/app/components/use-auto-scroll.tsx
new file mode 100644
index 0000000..14277b0
--- /dev/null
+++ b/apps/webapp/app/components/use-auto-scroll.tsx
@@ -0,0 +1,169 @@
+// @hidden
+
+import React, { useCallback, useEffect, useRef, useState } from "react";
+import { cn } from "~/lib/utils";
+
+interface ScrollState {
+  isAtBottom: boolean;
+  autoScrollEnabled: boolean;
+}
+
+interface UseAutoScrollOptions {
+  offset?: number;
+  smooth?: boolean;
+  content?: React.ReactNode;
+}
+
+export function useAutoScroll(options: UseAutoScrollOptions = {}) {
+  const { offset = 20, smooth = false, content } = options;
+  const scrollRef = useRef<HTMLDivElement>(null);
+  const lastContentHeight = useRef(0);
+  const userHasScrolled = useRef(false);
+
+  const [scrollState, setScrollState] = useState<ScrollState>({
+    isAtBottom: false,
+    autoScrollEnabled: true,
+  });
+
+  const checkIsAtBottom = useCallback(
+    (element: HTMLElement) => {
+      const { scrollTop, scrollHeight, clientHeight } = element;
+      const distanceToBottom = Math.abs(
+        scrollHeight - scrollTop - clientHeight,
+      );
+      return distanceToBottom <= offset;
+    },
+    [offset],
+  );
+
+  const scrollToBottom = useCallback(
+    (instant?: boolean) => {
+      if (scrollRef.current) {
+        const targetScrollTop =
+          scrollRef.current.scrollHeight - scrollRef.current.clientHeight;
+
+        if (instant) {
+          scrollRef.current.scrollTop = targetScrollTop;
+        } else {
+          scrollRef.current.scrollTo({
+            top: targetScrollTop,
+            behavior: smooth ? "smooth" : "auto",
+          });
+        }
+
+        setScrollState({
+          isAtBottom: true,
+          autoScrollEnabled: true,
+        });
+        userHasScrolled.current = false;
+      }
+    },
+    [smooth],
+  );
+
+  const handleScroll = useCallback(() => {
+    if (scrollRef.current) {
+      const atBottom = checkIsAtBottom(scrollRef.current);
+
+      setScrollState((prev) => ({
+        isAtBottom: atBottom,
+        // Re-enable auto-scroll if at the bottom
+        autoScrollEnabled: atBottom ? true : prev.autoScrollEnabled,
+      }));
+    }
+  }, [checkIsAtBottom]);
+
+  useEffect(() => {
+    const element = scrollRef.current;
+    if (element) {
+      element.addEventListener("scroll", handleScroll, { passive: true });
+    }
+
+    return () =>
+      element ? element.removeEventListener("scroll", handleScroll) : undefined;
+  }, [handleScroll]);
+
+  useEffect(() => {
+    const scrollElement = scrollRef.current;
+    if (!scrollElement) {
+      return;
+    }
+
+    const currentHeight = scrollElement.scrollHeight;
+    const hasNewContent = currentHeight !== lastContentHeight.current;
+
+    if (hasNewContent) {
+      if (scrollState.autoScrollEnabled) {
+        requestAnimationFrame(() => {
+          scrollToBottom(lastContentHeight.current === 0);
+        });
+      }
+      lastContentHeight.current = currentHeight;
+    }
+  }, [content, scrollState.autoScrollEnabled, scrollToBottom]);
+
+  useEffect(() => {
+    const resizeObserver = new ResizeObserver(() => {
+      if (scrollState.autoScrollEnabled) {
+        scrollToBottom(true);
+      }
+    });
+
+    const element = scrollRef.current;
+    if (element) {
+      resizeObserver.observe(element);
+    }
+
+    return () => resizeObserver.disconnect();
+  }, [scrollState.autoScrollEnabled, scrollToBottom]);
+
+  const disableAutoScroll = useCallback(() => {
+    const atBottom = scrollRef.current
+      ? checkIsAtBottom(scrollRef.current)
+      : false;
+
+    // Only disable if not at bottom
+    if (!atBottom) {
+      userHasScrolled.current = true;
+      setScrollState((prev) => ({
+        ...prev,
+        autoScrollEnabled: false,
+      }));
+    }
+  }, [checkIsAtBottom]);
+
+  return {
+    scrollRef,
+    isAtBottom: scrollState.isAtBottom,
+    autoScrollEnabled: scrollState.autoScrollEnabled,
+    scrollToBottom: () => scrollToBottom(false),
+    disableAutoScroll,
+  };
+}
+
+export const ScrollAreaWithAutoScroll = ({
+  children,
+  className,
+}: {
+  children: React.ReactNode;
+  className?: string;
+}) => {
+  const { scrollRef } = useAutoScroll({
+    smooth: true,
+    content: children,
+  });
+
+  return (
+    <div
+      ref={scrollRef}
+      className={cn(
+        "flex grow flex-col items-center overflow-y-auto",
+        className,
+      )}
+    >
+      <div className="flex h-full w-full max-w-[97ch] flex-col pb-4">
+        {children}
+      </div>
+    </div>
+  );
+};
diff --git a/apps/webapp/app/env.server.ts b/apps/webapp/app/env.server.ts
index 646a677..da834a3 100644
--- a/apps/webapp/app/env.server.ts
+++ b/apps/webapp/app/env.server.ts
@@ -71,6 +71,11 @@ const EnvironmentSchema = z.object({
   SMTP_USER: z.string().optional(),
   SMTP_PASSWORD: z.string().optional(),
 
+  //Trigger
+  TRIGGER_PROJECT_ID: z.string(),
+  TRIGGER_SECRET_KEY: z.string(),
+  TRIGGER_API_URL: z.string(),
+
   // Model envs
   MODEL: z.string().default(LLMModelEnum.GPT41),
   EMBEDDING_MODEL: z.string().default("bge-m3"),
diff --git a/apps/webapp/app/models/workspace.server.ts b/apps/webapp/app/models/workspace.server.ts
index f7ba2cf..106e9d3 100644
--- a/apps/webapp/app/models/workspace.server.ts
+++ b/apps/webapp/app/models/workspace.server.ts
@@ -2,7 +2,6 @@ import { type Workspace } from "@core/database";
 import { prisma } from "~/db.server";
 
 interface CreateWorkspaceDto {
-  slug: string;
   name: string;
   integrations: string[];
   userId: string;
@@ -13,7 +12,7 @@ export async function createWorkspace(
 ): Promise<Workspace> {
   const workspace = await prisma.workspace.create({
     data: {
-      slug: input.slug,
+      slug: input.name,
       name: input.name,
       userId: input.userId,
     },
diff --git a/apps/webapp/app/root.tsx b/apps/webapp/app/root.tsx
index cda0df3..8028f39 100644
--- a/apps/webapp/app/root.tsx
+++ b/apps/webapp/app/root.tsx
@@ -31,7 +31,7 @@ import { usePostHog } from "./hooks/usePostHog";
 import {
   AppContainer,
   MainCenteredContainer,
-} from "./components/layout/AppLayout";
+} from "./components/layout/app-layout";
 import { RouteErrorDisplay } from "./components/ErrorDisplay";
 import { themeSessionResolver } from "./services/sessionStorage.server";
 import {
@@ -97,7 +97,7 @@ export function ErrorBoundary() {
           <Meta />
           <Links />
         </head>
-        <body className="bg-background h-full overflow-hidden">
+        <body className="bg-background-2 h-full overflow-hidden">
           <AppContainer>
             <MainCenteredContainer>
               <RouteErrorDisplay />
@@ -123,7 +123,7 @@ function App() {
           <Links />
           <PreventFlashOnWrongTheme ssrTheme={Boolean(theme)} />
         </head>
-        <body className="bg-background h-full overflow-hidden font-sans">
+        <body className="bg-background-2 h-full overflow-hidden font-sans">
           <Outlet />
           <ScrollRestoration />
 
diff --git a/apps/webapp/app/routes/api.v1.add.tsx b/apps/webapp/app/routes/api.v1.add.tsx
new file mode 100644
index 0000000..a86e739
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.add.tsx
@@ -0,0 +1,21 @@
+import { json } from "@remix-run/node";
+
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+import { addToQueue, IngestBodyRequest } from "~/lib/ingest.server";
+
+const { action, loader } = createActionApiRoute(
+  {
+    body: IngestBodyRequest,
+    allowJWT: true,
+    authorization: {
+      action: "ingest",
+    },
+    corsStrategy: "all",
+  },
+  async ({ body, authentication }) => {
+    const response = addToQueue(body, authentication.userId);
+    return json({ ...response });
+  },
+);
+
+export { action, loader };
diff --git a/apps/webapp/app/routes/api.v1.conversation.$conversationId.read.tsx b/apps/webapp/app/routes/api.v1.conversation.$conversationId.read.tsx
new file mode 100644
index 0000000..a03d341
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.conversation.$conversationId.read.tsx
@@ -0,0 +1,39 @@
+import { json } from "@remix-run/node";
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+
+import { getWorkspaceByUser } from "~/models/workspace.server";
+import {
+  createConversation,
+  CreateConversationSchema,
+  readConversation,
+} from "~/services/conversation.server";
+import { z } from "zod";
+
+export const ConversationIdSchema = z.object({
+  conversationId: z.string(),
+});
+
+const { action, loader } = createActionApiRoute(
+  {
+    params: ConversationIdSchema,
+    allowJWT: true,
+    authorization: {
+      action: "oauth",
+    },
+    corsStrategy: "all",
+  },
+  async ({ authentication, params }) => {
+    const workspace = await getWorkspaceByUser(authentication.userId);
+
+    if (!workspace) {
+      throw new Error("No workspace found");
+    }
+
+    // Call the service to get the redirect URL
+    const read = await readConversation(params.conversationId);
+
+    return json(read);
+  },
+);
+
+export { action, loader };
diff --git a/apps/webapp/app/routes/api.v1.conversation.$conversationId.run.tsx b/apps/webapp/app/routes/api.v1.conversation.$conversationId.run.tsx
new file mode 100644
index 0000000..9adee5c
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.conversation.$conversationId.run.tsx
@@ -0,0 +1,44 @@
+import { json } from "@remix-run/node";
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+
+import { getWorkspaceByUser } from "~/models/workspace.server";
+import {
+  createConversation,
+  CreateConversationSchema,
+  getCurrentConversationRun,
+  readConversation,
+  stopConversation,
+} from "~/services/conversation.server";
+import { z } from "zod";
+
+export const ConversationIdSchema = z.object({
+  conversationId: z.string(),
+});
+
+const { action, loader } = createActionApiRoute(
+  {
+    params: ConversationIdSchema,
+    allowJWT: true,
+    authorization: {
+      action: "oauth",
+    },
+    corsStrategy: "all",
+  },
+  async ({ authentication, params }) => {
+    const workspace = await getWorkspaceByUser(authentication.userId);
+
+    if (!workspace) {
+      throw new Error("No workspace found");
+    }
+
+    // Call the service to get the redirect URL
+    const run = await getCurrentConversationRun(
+      params.conversationId,
+      workspace?.id,
+    );
+
+    return json(run);
+  },
+);
+
+export { action, loader };
diff --git a/apps/webapp/app/routes/api.v1.conversation.$conversationId.stop.tsx b/apps/webapp/app/routes/api.v1.conversation.$conversationId.stop.tsx
new file mode 100644
index 0000000..a6f3862
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.conversation.$conversationId.stop.tsx
@@ -0,0 +1,41 @@
+import { json } from "@remix-run/node";
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+
+import { getWorkspaceByUser } from "~/models/workspace.server";
+import {
+  createConversation,
+  CreateConversationSchema,
+  readConversation,
+  stopConversation,
+} from "~/services/conversation.server";
+import { z } from "zod";
+
+export const ConversationIdSchema = z.object({
+  conversationId: z.string(),
+});
+
+const { action, loader } = createActionApiRoute(
+  {
+    params: ConversationIdSchema,
+    allowJWT: true,
+    authorization: {
+      action: "oauth",
+    },
+    corsStrategy: "all",
+    method: "POST",
+  },
+  async ({ authentication, params }) => {
+    const workspace = await getWorkspaceByUser(authentication.userId);
+
+    if (!workspace) {
+      throw new Error("No workspace found");
+    }
+
+    // Call the service to get the redirect URL
+    const stop = await stopConversation(params.conversationId, workspace?.id);
+
+    return json(stop);
+  },
+);
+
+export { action, loader };
diff --git a/apps/webapp/app/routes/api.v1.conversation.$conversationId.tsx b/apps/webapp/app/routes/api.v1.conversation.$conversationId.tsx
new file mode 100644
index 0000000..b49e3e3
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.conversation.$conversationId.tsx
@@ -0,0 +1,50 @@
+import { json } from "@remix-run/node";
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+
+import { getWorkspaceByUser } from "~/models/workspace.server";
+import {
+  getConversation,
+  deleteConversation,
+} from "~/services/conversation.server";
+import { z } from "zod";
+
+export const ConversationIdSchema = z.object({
+  conversationId: z.string(),
+});
+
+const { action, loader } = createActionApiRoute(
+  {
+    params: ConversationIdSchema,
+    allowJWT: true,
+    authorization: {
+      action: "oauth",
+    },
+    corsStrategy: "all",
+  },
+  async ({ params, authentication, request }) => {
+    const workspace = await getWorkspaceByUser(authentication.userId);
+
+    if (!workspace) {
+      throw new Error("No workspace found");
+    }
+
+    const method = request.method;
+
+    if (method === "GET") {
+      // Get a conversation by ID
+      const conversation = await getConversation(params.conversationId);
+      return json(conversation);
+    }
+
+    if (method === "DELETE") {
+      // Soft delete a conversation
+      const deleted = await deleteConversation(params.conversationId);
+      return json(deleted);
+    }
+
+    // Method not allowed
+    return new Response("Method Not Allowed", { status: 405 });
+  },
+);
+
+export { action, loader };
diff --git a/apps/webapp/app/routes/api.v1.conversation._index.tsx b/apps/webapp/app/routes/api.v1.conversation._index.tsx
new file mode 100644
index 0000000..70e6793
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.conversation._index.tsx
@@ -0,0 +1,37 @@
+import { json } from "@remix-run/node";
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+
+import { getWorkspaceByUser } from "~/models/workspace.server";
+import {
+  createConversation,
+  CreateConversationSchema,
+} from "~/services/conversation.server";
+
+const { action, loader } = createActionApiRoute(
+  {
+    body: CreateConversationSchema,
+    allowJWT: true,
+    authorization: {
+      action: "oauth",
+    },
+    corsStrategy: "all",
+  },
+  async ({ body, authentication }) => {
+    const workspace = await getWorkspaceByUser(authentication.userId);
+
+    if (!workspace) {
+      throw new Error("No workspace found");
+    }
+
+    // Call the service to get the redirect URL
+    const conversation = await createConversation(
+      workspace?.id,
+      authentication.userId,
+      body,
+    );
+
+    return json(conversation);
+  },
+);
+
+export { action, loader };
diff --git a/apps/webapp/app/routes/api.v1.conversations.tsx b/apps/webapp/app/routes/api.v1.conversations.tsx
new file mode 100644
index 0000000..d850f4a
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.conversations.tsx
@@ -0,0 +1,41 @@
+import { json } from "@remix-run/node";
+import { getWorkspaceByUser } from "~/models/workspace.server";
+import {
+  getConversationsList,
+  GetConversationsListSchema,
+} from "~/services/conversation.server";
+import { requireUser } from "~/services/session.server";
+
+export const loader = async ({ request }: { request: Request }) => {
+  // Authenticate the request (allow JWT)
+  const user = await requireUser(request);
+
+  // Parse search params using the schema
+  const url = new URL(request.url);
+  const searchParamsObj: Record<string, string> = {};
+  url.searchParams.forEach((value, key) => {
+    searchParamsObj[key] = value;
+  });
+  const parseResult = GetConversationsListSchema.safeParse(searchParamsObj);
+  if (!parseResult.success) {
+    return json(
+      { error: "Invalid search parameters", details: parseResult.error.errors },
+      { status: 400 },
+    );
+  }
+  const searchParams = parseResult.data;
+
+  const workspace = await getWorkspaceByUser(user.id);
+
+  if (!workspace) {
+    return json({ error: "No workspace found" }, { status: 404 });
+  }
+
+  const result = await getConversationsList(
+    workspace.id,
+    user.id,
+    searchParams || {},
+  );
+
+  return json(result);
+};
diff --git a/apps/webapp/app/routes/api.v1.oauth._index.tsx b/apps/webapp/app/routes/api.v1.oauth._index.tsx
new file mode 100644
index 0000000..565cf71
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.oauth._index.tsx
@@ -0,0 +1,32 @@
+import { json } from "@remix-run/node";
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+import { OAuthBodySchema } from "~/services/oauth/oauth-utils.server";
+
+import { getRedirectURL } from "~/services/oauth/oauth.server";
+import { getWorkspaceByUser } from "~/models/workspace.server";
+
+// This route handles the OAuth redirect URL generation, similar to the NestJS controller
+const { action, loader } = createActionApiRoute(
+  {
+    body: OAuthBodySchema,
+    allowJWT: true,
+    authorization: {
+      action: "oauth",
+    },
+    corsStrategy: "all",
+  },
+  async ({ body, authentication, request }) => {
+    const workspace = await getWorkspaceByUser(authentication.userId);
+
+    // Call the service to get the redirect URL
+    const redirectURL = await getRedirectURL(
+      body,
+      authentication.userId,
+      workspace?.id,
+    );
+
+    return json(redirectURL);
+  },
+);
+
+export { action, loader };
diff --git a/apps/webapp/app/routes/api.v1.oauth.callback.tsx b/apps/webapp/app/routes/api.v1.oauth.callback.tsx
new file mode 100644
index 0000000..4183d88
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.oauth.callback.tsx
@@ -0,0 +1,21 @@
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+import { callbackHandler } from "~/services/oauth/oauth.server";
+import type { CallbackParams } from "~/services/oauth/oauth-utils.server";
+
+// This route handles the OAuth callback, similar to the NestJS controller
+const { loader } = createActionApiRoute(
+  {
+    allowJWT: false,
+    corsStrategy: "all",
+  },
+  async ({ request }) => {
+    const url = new URL(request.url);
+    const params: CallbackParams = {};
+    for (const [key, value] of url.searchParams.entries()) {
+      params[key] = value;
+    }
+    return await callbackHandler(params, request);
+  },
+);
+
+export { loader };
diff --git a/apps/webapp/app/routes/api.v1.search.tsx b/apps/webapp/app/routes/api.v1.search.tsx
new file mode 100644
index 0000000..342a703
--- /dev/null
+++ b/apps/webapp/app/routes/api.v1.search.tsx
@@ -0,0 +1,50 @@
+import { z } from "zod";
+import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+import { SearchService } from "~/services/search.server";
+import { json } from "@remix-run/node";
+
+export const SearchBodyRequest = z.object({
+  query: z.string(),
+  startTime: z.string().optional(),
+  endTime: z.string().optional(),
+
+  // These are not supported yet, but need to support these
+  spaceId: z.string().optional(),
+  limit: z.number().optional(),
+  maxBfsDepth: z.number().optional(),
+  includeInvalidated: z.boolean().optional(),
+  entityTypes: z.array(z.string()).optional(),
+  scoreThreshold: z.number().optional(),
+  minResults: z.number().optional(),
+});
+
+const searchService = new SearchService();
+const { action, loader } = createActionApiRoute(
+  {
+    body: SearchBodyRequest,
+    allowJWT: true,
+    authorization: {
+      action: "search",
+    },
+    corsStrategy: "all",
+  },
+  async ({ body, authentication }) => {
+    const results = await searchService.search(
+      body.query,
+      authentication.userId,
+      {
+        startTime: body.startTime ? new Date(body.startTime) : undefined,
+        endTime: body.endTime ? new Date(body.endTime) : undefined,
+        limit: body.limit,
+        maxBfsDepth: body.maxBfsDepth,
+        includeInvalidated: body.includeInvalidated,
+        entityTypes: body.entityTypes,
+        scoreThreshold: body.scoreThreshold,
+        minResults: body.minResults,
+      },
+    );
+    return json(results);
+  },
+);
+
+export { action, loader };
diff --git a/apps/webapp/app/routes/confirm-basic-details.tsx b/apps/webapp/app/routes/confirm-basic-details.tsx
index f90ceee..56815ea 100644
--- a/apps/webapp/app/routes/confirm-basic-details.tsx
+++ b/apps/webapp/app/routes/confirm-basic-details.tsx
@@ -3,7 +3,7 @@ import { useActionData } from "@remix-run/react";
 import { type ActionFunctionArgs, json } from "@remix-run/node";
 import { useForm } from "@conform-to/react";
 import { getFieldsetConstraint, parse } from "@conform-to/zod";
-import { LoginPageLayout } from "~/components/layout/LoginPageLayout";
+import { LoginPageLayout } from "~/components/layout/login-page-layout";
 import {
   Card,
   CardContent,
@@ -24,10 +24,6 @@ const schema = z.object({
     .string()
     .min(3, "Your workspace name must be at least 3 characters")
     .max(50),
-  workspaceSlug: z
-    .string()
-    .min(3, "Your workspace slug must be at least 3 characters")
-    .max(50),
 });
 
 export async function action({ request }: ActionFunctionArgs) {
@@ -40,11 +36,10 @@ export async function action({ request }: ActionFunctionArgs) {
     return json(submission);
   }
 
-  const { workspaceSlug, workspaceName } = submission.value;
+  const { workspaceName } = submission.value;
 
   try {
     await createWorkspace({
-      slug: workspaceSlug,
       integrations: [],
       name: workspaceName,
       userId,
@@ -109,27 +104,6 @@ export default function ConfirmBasicDetails() {
                 )}
               </div>
 
-              <div>
-                <label
-                  htmlFor="workspaceSlug"
-                  className="text-muted-foreground mb-1 block text-sm"
-                >
-                  Workspace Slug
-                </label>
-                <Input
-                  type="text"
-                  id="workspaceSlug"
-                  placeholder="Give unique workspace slug"
-                  name={fields.workspaceSlug.name}
-                  className="mt-1 block w-full text-base"
-                />
-                {fields.workspaceSlug.error && (
-                  <div className="text-sm text-red-500">
-                    {fields.workspaceSlug.error}
-                  </div>
-                )}
-              </div>
-
               <Button
                 type="submit"
                 variant="secondary"
diff --git a/apps/webapp/app/routes/home.conversation.$conversationId.tsx b/apps/webapp/app/routes/home.conversation.$conversationId.tsx
new file mode 100644
index 0000000..c9197e0
--- /dev/null
+++ b/apps/webapp/app/routes/home.conversation.$conversationId.tsx
@@ -0,0 +1,187 @@
+import {
+  type LoaderFunctionArgs,
+  type ActionFunctionArgs,
+} from "@remix-run/server-runtime";
+import { sort } from "fast-sort";
+
+import { useParams, useRevalidator } from "@remix-run/react";
+import {
+  requireUser,
+  requireUserId,
+  requireWorkpace,
+} from "~/services/session.server";
+import {
+  getConversationAndHistory,
+  getCurrentConversationRun,
+  stopConversation,
+} from "~/services/conversation.server";
+import { type ConversationHistory } from "@core/database";
+import {
+  ConversationItem,
+  ConversationList,
+  ConversationTextarea,
+  StreamingConversation,
+} from "~/components/conversation";
+import { useTypedLoaderData } from "remix-typedjson";
+import React from "react";
+import { ScrollAreaWithAutoScroll } from "~/components/use-auto-scroll";
+
+import { json } from "@remix-run/node";
+import { env } from "~/env.server";
+import {
+  ResizableHandle,
+  ResizablePanel,
+  ResizablePanelGroup,
+} from "~/components/ui/resizable";
+
+// Example loader accessing params
+export async function loader({ params, request }: LoaderFunctionArgs) {
+  const user = await requireUser(request);
+  const workspace = await requireWorkpace(request);
+  const conversation = await getConversationAndHistory(
+    params.conversationId as string,
+    user.id,
+  );
+
+  if (!conversation) {
+    throw new Error("No conversation found");
+  }
+
+  const run = await getCurrentConversationRun(conversation.id, workspace.id);
+
+  return { conversation, run, apiURL: env.TRIGGER_API_URL };
+}
+
+// Example action accessing params
+export async function action({ params, request }: ActionFunctionArgs) {
+  if (request.method.toUpperCase() !== "POST") {
+    return new Response("Method Not Allowed", { status: 405 });
+  }
+  const userId = await requireUserId(request);
+  const workspace = await requireWorkpace(request);
+  // params.conversationId will be available here
+  const { conversationId } = params;
+
+  if (!conversationId) {
+    throw new Error("No conversation");
+  }
+
+  const result = await stopConversation(conversationId, workspace.id);
+  return json(result);
+}
+
+// Accessing params in the component
+export default function SingleConversation() {
+  const { conversation, run, apiURL } = useTypedLoaderData<typeof loader>();
+  const conversationHistory = conversation.ConversationHistory;
+
+  const [conversationResponse, setConversationResponse] = React.useState<
+    { conversationHistoryId: string; id: string; token: string } | undefined
+  >(run);
+
+  const [stopLoading, setStopLoading] = React.useState(false);
+
+  const { conversationId } = useParams();
+  const revalidator = useRevalidator();
+
+  React.useEffect(() => {
+    if (run) {
+      setConversationResponse(run);
+    }
+  }, [run]);
+
+  const getConversations = () => {
+    const lastConversationHistoryId =
+      conversationResponse?.conversationHistoryId;
+
+    // First sort the conversation history by creation time
+    const sortedConversationHistory = sort(conversationHistory).asc(
+      (ch) => ch.createdAt,
+    );
+
+    const lastIndex = sortedConversationHistory.findIndex(
+      (item) => item.id === lastConversationHistoryId,
+    );
+
+    // Filter out any conversation history items that come after the lastConversationHistoryId
+    const filteredConversationHistory = lastConversationHistoryId
+      ? sortedConversationHistory.filter((_ch, currentIndex: number) => {
+          // Find the index of the last conversation history
+
+          // Only keep items that come before or are the last conversation history
+          return currentIndex <= lastIndex;
+        })
+      : sortedConversationHistory;
+
+    return (
+      <>
+        {filteredConversationHistory.map(
+          (ch: ConversationHistory, index: number) => {
+            return <ConversationItem key={index} conversationHistory={ch} />;
+          },
+        )}
+      </>
+    );
+  };
+
+  if (typeof window === "undefined") {
+    return null;
+  }
+
+  return (
+    <ResizablePanelGroup direction="horizontal" className="bg-background-2">
+      <ResizablePanel
+        maxSize={50}
+        defaultSize={16}
+        minSize={16}
+        collapsible
+        collapsedSize={16}
+        className="border-border h-[calc(100vh_-_60px)] min-w-[200px] border-r-1"
+      >
+        <ConversationList currentConversationId={conversationId} />
+      </ResizablePanel>
+      <ResizableHandle className="w-1" />
+
+      <ResizablePanel
+        collapsible
+        collapsedSize={0}
+        className="flex h-[calc(100vh_-_24px)] w-full flex-col"
+      >
+        <div className="relative flex h-[calc(100vh_-_70px)] w-full flex-col items-center justify-center overflow-auto">
+          <div className="flex h-[calc(100vh_-_60px)] w-full flex-col justify-end overflow-hidden">
+            <ScrollAreaWithAutoScroll>
+              {getConversations()}
+              {conversationResponse && (
+                <StreamingConversation
+                  runId={conversationResponse.id}
+                  token={conversationResponse.token}
+                  afterStreaming={() => {
+                    setConversationResponse(undefined);
+                    revalidator.revalidate();
+                  }}
+                  apiURL={apiURL}
+                />
+              )}
+            </ScrollAreaWithAutoScroll>
+
+            <div className="flex w-full flex-col items-center">
+              <div className="w-full max-w-[97ch] px-1 pr-2">
+                {conversation?.status !== "need_approval" && (
+                  <ConversationTextarea
+                    conversationId={conversationId as string}
+                    className="bg-background-3 w-full border-1 border-gray-300"
+                    isLoading={
+                      !!conversationResponse ||
+                      conversation?.status === "running" ||
+                      stopLoading
+                    }
+                  />
+                )}
+              </div>
+            </div>
+          </div>
+        </div>
+      </ResizablePanel>
+    </ResizablePanelGroup>
+  );
+}
diff --git a/apps/webapp/app/routes/home.conversation._index.tsx b/apps/webapp/app/routes/home.conversation._index.tsx
new file mode 100644
index 0000000..1fdc81e
--- /dev/null
+++ b/apps/webapp/app/routes/home.conversation._index.tsx
@@ -0,0 +1,72 @@
+import {
+  type ActionFunctionArgs,
+  type LoaderFunctionArgs,
+} from "@remix-run/server-runtime";
+import { useTypedLoaderData } from "remix-typedjson";
+import { parse } from "@conform-to/zod";
+
+import {
+  requireUser,
+  requireUserId,
+  requireWorkpace,
+} from "~/services/session.server";
+
+import { ConversationNew } from "~/components/conversation";
+import {
+  createConversation,
+  CreateConversationSchema,
+} from "~/services/conversation.server";
+import { json } from "@remix-run/node";
+
+export async function loader({ request }: LoaderFunctionArgs) {
+  // Only return userId, not the heavy nodeLinks
+  const user = await requireUser(request);
+
+  return { user };
+}
+
+export async function action({ request }: ActionFunctionArgs) {
+  if (request.method.toUpperCase() !== "POST") {
+    return new Response("Method Not Allowed", { status: 405 });
+  }
+
+  const userId = await requireUserId(request);
+  const workspace = await requireWorkpace(request);
+  const formData = await request.formData();
+
+  const submission = parse(formData, { schema: CreateConversationSchema });
+
+  if (!submission.value || submission.intent !== "submit") {
+    return json(submission);
+  }
+
+  const conversation = await createConversation(workspace?.id, userId, {
+    message: submission.value.message,
+    title: submission.value.title,
+    conversationId: submission.value.conversationId,
+  });
+
+  // Redirect to the conversation page after creation
+  // conversationId may be in different places depending on createConversation logic
+  const conversationId = conversation?.conversationId;
+
+  if (conversationId) {
+    return new Response(null, {
+      status: 302,
+      headers: {
+        Location: `/home/conversation/${conversationId}`,
+      },
+    });
+  }
+
+  // fallback: just return the conversation object
+  return json({ conversation });
+}
+
+export default function Chat() {
+  const { user } = useTypedLoaderData<typeof loader>();
+
+  return (
+    <>{typeof window !== "undefined" && <ConversationNew user={user} />}</>
+  );
+}
diff --git a/apps/webapp/app/routes/home.dashboard.tsx b/apps/webapp/app/routes/home.dashboard.tsx
index dd76859..a1ec9cb 100644
--- a/apps/webapp/app/routes/home.dashboard.tsx
+++ b/apps/webapp/app/routes/home.dashboard.tsx
@@ -1,29 +1,19 @@
-import {
-  ResizableHandle,
-  ResizablePanel,
-  ResizablePanelGroup,
-} from "~/components/ui/resizable";
 import { parse } from "@conform-to/zod";
 import { json } from "@remix-run/node";
 
 import { useState, useEffect } from "react";
-import { Tabs, TabsContent, TabsList, TabsTrigger } from "~/components/ui/tabs";
-import { Ingest } from "~/components/dashboard/ingest";
 import {
   type LoaderFunctionArgs,
   type ActionFunctionArgs,
 } from "@remix-run/server-runtime";
 import { requireUserId } from "~/services/session.server";
 import { addToQueue, IngestBodyRequest } from "~/lib/ingest.server";
-import { getNodeLinks } from "~/lib/neo4j.server";
 import { useTypedLoaderData } from "remix-typedjson";
 
-import { GraphVisualization } from "~/components/graph/graph-visualization";
-import { Search } from "~/components/dashboard";
 import { SearchBodyRequest } from "./search";
 import { SearchService } from "~/services/search.server";
+import { GraphVisualizationClient } from "~/components/graph/graph-client";
 
-// --- Only return userId in loader, fetch nodeLinks on client ---
 export async function action({ request }: ActionFunctionArgs) {
   const userId = await requireUserId(request);
   const formData = await request.formData();
@@ -60,7 +50,6 @@ export async function loader({ request }: LoaderFunctionArgs) {
 
 export default function Dashboard() {
   const { userId } = useTypedLoaderData<typeof loader>();
-  const [size, setSize] = useState(15);
 
   // State for nodeLinks and loading
   const [nodeLinks, setNodeLinks] = useState<any[] | null>(null);
@@ -94,55 +83,18 @@ export default function Dashboard() {
   }, [userId]);
 
   return (
-    <ResizablePanelGroup direction="horizontal">
-      <ResizablePanel
-        collapsible={false}
-        className="h-[calc(100vh_-_20px)] overflow-hidden rounded-md"
-        order={1}
-        id="home"
-      >
-        <div className="home flex h-full flex-col overflow-y-auto p-3 text-base">
-          <h3 className="text-lg font-medium">Graph</h3>
-          <p className="text-muted-foreground"> Your memory graph </p>
-
-          <div className="bg-background-3 mt-2 flex grow items-center justify-center rounded">
-            {loading ? (
-              <div className="flex h-full w-full flex-col items-center justify-center">
-                <div className="mb-2 h-8 w-8 animate-spin rounded-full border-b-2 border-gray-400" />
-                <span className="text-muted-foreground">Loading graph...</span>
-              </div>
-            ) : (
-              typeof window !== "undefined" &&
-              nodeLinks && <GraphVisualization triplets={nodeLinks} />
-            )}
+    <div className="home flex h-[calc(100vh_-_60px)] flex-col overflow-y-auto p-3 text-base">
+      <div className="flex grow items-center justify-center rounded">
+        {loading ? (
+          <div className="flex h-full w-full flex-col items-center justify-center">
+            <div className="mb-2 h-8 w-8 animate-spin rounded-full border-b-2 border-gray-400" />
+            <span className="text-muted-foreground">Loading graph...</span>
           </div>
-        </div>
-      </ResizablePanel>
-      <ResizableHandle className="bg-border w-[0.5px]" />
-
-      <ResizablePanel
-        className="overflow-auto"
-        collapsible={false}
-        maxSize={50}
-        minSize={25}
-        defaultSize={size}
-        onResize={(size) => setSize(size)}
-        order={2}
-        id="rightScreen"
-      >
-        <Tabs defaultValue="ingest" className="p-3 text-base">
-          <TabsList>
-            <TabsTrigger value="ingest">Add</TabsTrigger>
-            <TabsTrigger value="retrieve">Retrieve</TabsTrigger>
-          </TabsList>
-          <TabsContent value="ingest">
-            <Ingest />
-          </TabsContent>
-          <TabsContent value="retrieve">
-            <Search />
-          </TabsContent>
-        </Tabs>
-      </ResizablePanel>
-    </ResizablePanelGroup>
+        ) : (
+          typeof window !== "undefined" &&
+          nodeLinks && <GraphVisualizationClient triplets={nodeLinks} />
+        )}
+      </div>
+    </div>
   );
 }
diff --git a/apps/webapp/app/routes/home.tsx b/apps/webapp/app/routes/home.tsx
index b5f9509..bdc46ac 100644
--- a/apps/webapp/app/routes/home.tsx
+++ b/apps/webapp/app/routes/home.tsx
@@ -7,6 +7,7 @@ import { clearRedirectTo, commitSession } from "~/services/redirectTo.server";
 
 import { AppSidebar } from "~/components/sidebar/app-sidebar";
 import { SidebarInset, SidebarProvider } from "~/components/ui/sidebar";
+import { SiteHeader } from "~/components/ui/header";
 
 export const loader = async ({ request }: LoaderFunctionArgs) => {
   const user = await requireUser(request);
@@ -32,16 +33,19 @@ export default function Home() {
         {
           "--sidebar-width": "calc(var(--spacing) * 54)",
           "--header-height": "calc(var(--spacing) * 12)",
-          background: "var(--background)",
+          background: "var(--background-2)",
         } as React.CSSProperties
       }
     >
       <AppSidebar variant="inset" />
-      <SidebarInset className="bg-background-2">
-        <div className="flex flex-1 flex-col">
-          <div className="@container/main flex flex-1 flex-col gap-2">
-            <div className="flex h-full flex-col">
-              <Outlet />
+      <SidebarInset className="bg-background h-[100vh] py-2 pr-2">
+        <div className="bg-background-2 h-full rounded-md">
+          <SiteHeader />
+          <div className="flex flex-1 flex-col">
+            <div className="@container/main flex flex-1 flex-col gap-2">
+              <div className="flex h-full flex-col">
+                <Outlet />
+              </div>
             </div>
           </div>
         </div>
diff --git a/apps/webapp/app/routes/ingest.tsx b/apps/webapp/app/routes/ingest.tsx
index a86e739..80270a5 100644
--- a/apps/webapp/app/routes/ingest.tsx
+++ b/apps/webapp/app/routes/ingest.tsx
@@ -1,3 +1,6 @@
+// DEPRECATED: This route is deprecated. Please use /api/v1/add instead.
+// The API logic has been moved to /api/v1/add. This file is retained for reference only.
+
 import { json } from "@remix-run/node";
 
 import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
diff --git a/apps/webapp/app/routes/login._index.tsx b/apps/webapp/app/routes/login._index.tsx
index f4814bb..2d8a300 100644
--- a/apps/webapp/app/routes/login._index.tsx
+++ b/apps/webapp/app/routes/login._index.tsx
@@ -1,7 +1,7 @@
 import { type LoaderFunctionArgs } from "@remix-run/node";
 
 import { redirect, typedjson, useTypedLoaderData } from "remix-typedjson";
-import { LoginPageLayout } from "~/components/layout/LoginPageLayout";
+import { LoginPageLayout } from "~/components/layout/login-page-layout";
 import { Fieldset } from "~/components/ui/Fieldset";
 import { isGoogleAuthSupported } from "~/services/auth.server";
 import { setRedirectTo } from "~/services/redirectTo.server";
diff --git a/apps/webapp/app/routes/login.magic.tsx b/apps/webapp/app/routes/login.magic.tsx
index 2a68d65..9ec386d 100644
--- a/apps/webapp/app/routes/login.magic.tsx
+++ b/apps/webapp/app/routes/login.magic.tsx
@@ -16,7 +16,7 @@ import { Form, useNavigation } from "@remix-run/react";
 import { Inbox, Loader, Mail } from "lucide-react";
 import { typedjson, useTypedLoaderData } from "remix-typedjson";
 import { z } from "zod";
-import { LoginPageLayout } from "~/components/layout/LoginPageLayout";
+import { LoginPageLayout } from "~/components/layout/login-page-layout";
 import { Button } from "~/components/ui";
 import { Fieldset } from "~/components/ui/Fieldset";
 import { FormButtons } from "~/components/ui/FormButtons";
diff --git a/apps/webapp/app/routes/reingest.tsx b/apps/webapp/app/routes/reingest.tsx
index e783617..a24c841 100644
--- a/apps/webapp/app/routes/reingest.tsx
+++ b/apps/webapp/app/routes/reingest.tsx
@@ -1,213 +1,213 @@
-import { json } from "@remix-run/node";
-import { z } from "zod";
-import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
-import { getUserQueue, type IngestBodyRequest } from "~/lib/ingest.server";
-import { prisma } from "~/db.server";
-import { logger } from "~/services/logger.service";
-import { IngestionStatus, type Prisma } from "@core/database";
+// import { json } from "@remix-run/node";
+// import { z } from "zod";
+// import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
+// import { getUserQueue, type IngestBodyRequest } from "~/lib/ingest.server";
+// import { prisma } from "~/db.server";
+// import { logger } from "~/services/logger.service";
+// import { IngestionStatus, type Prisma } from "@core/database";
 
-const ReingestionBodyRequest = z.object({
-  userId: z.string().optional(),
-  spaceId: z.string().optional(),
-  dryRun: z.boolean().optional().default(false),
-});
+// const ReingestionBodyRequest = z.object({
+//   userId: z.string().optional(),
+//   spaceId: z.string().optional(),
+//   dryRun: z.boolean().optional().default(false),
+// });
 
-type ReingestionRequest = z.infer<typeof ReingestionBodyRequest>;
+// type ReingestionRequest = z.infer<typeof ReingestionBodyRequest>;
 
-async function getCompletedIngestionsByUser(userId?: string, spaceId?: string) {
-  const whereClause: Prisma.IngestionQueueWhereInput = {
-    status: IngestionStatus.COMPLETED,
-  };
+// async function getCompletedIngestionsByUser(userId?: string, spaceId?: string) {
+//   const whereClause: Prisma.IngestionQueueWhereInput = {
+//     status: IngestionStatus.COMPLETED,
+//   };
 
-  if (userId) {
-    whereClause.workspace = {
-      userId: userId,
-    };
-  }
+//   if (userId) {
+//     whereClause.workspace = {
+//       userId: userId,
+//     };
+//   }
 
-  if (spaceId) {
-    whereClause.spaceId = spaceId;
-  }
+//   if (spaceId) {
+//     whereClause.spaceId = spaceId;
+//   }
 
-  const ingestions = await prisma.ingestionQueue.findMany({
-    where: whereClause,
-    include: {
-      workspace: {
-        include: {
-          user: true,
-        },
-      },
-    },
-    orderBy: [
-      { createdAt: 'asc' }, // Maintain temporal order
-    ],
-  });
+//   const ingestions = await prisma.ingestionQueue.findMany({
+//     where: whereClause,
+//     include: {
+//       workspace: {
+//         include: {
+//           user: true,
+//         },
+//       },
+//     },
+//     orderBy: [
+//       { createdAt: 'asc' }, // Maintain temporal order
+//     ],
+//   });
 
-  return ingestions;
-}
+//   return ingestions;
+// }
 
-async function getAllUsers() {
-  const users = await prisma.user.findMany({
-    include: {
-      Workspace: true,
-    },
-  });
-  return users.filter(user => user.Workspace); // Only users with workspaces
-}
+// async function getAllUsers() {
+//   const users = await prisma.user.findMany({
+//     include: {
+//       Workspace: true,
+//     },
+//   });
+//   return users.filter(user => user.Workspace); // Only users with workspaces
+// }
 
-async function reingestionForUser(userId: string, spaceId?: string, dryRun = false) {
-  const ingestions = await getCompletedIngestionsByUser(userId, spaceId);
-  
-  logger.info(`Found ${ingestions.length} completed ingestions for user ${userId}${spaceId ? ` in space ${spaceId}` : ''}`);
+// async function reingestionForUser(userId: string, spaceId?: string, dryRun = false) {
+//   const ingestions = await getCompletedIngestionsByUser(userId, spaceId);
 
-  if (dryRun) {
-    return {
-      userId,
-      ingestionCount: ingestions.length,
-      ingestions: ingestions.map(ing => ({
-        id: ing.id,
-        createdAt: ing.createdAt,
-        spaceId: ing.spaceId,
-        data: {
-          episodeBody: (ing.data as any)?.episodeBody?.substring(0, 100) + 
-                      ((ing.data as any)?.episodeBody?.length > 100 ? '...' : ''),
-          source: (ing.data as any)?.source,
-          referenceTime: (ing.data as any)?.referenceTime,
-        },
-      })),
-    };
-  }
+//   logger.info(`Found ${ingestions.length} completed ingestions for user ${userId}${spaceId ? ` in space ${spaceId}` : ''}`);
 
-  // Queue ingestions in temporal order (already sorted by createdAt ASC)
-  const queuedJobs = [];
-  const ingestionQueue = getUserQueue(userId);
-  for (const ingestion of ingestions) {
-    try {
-      // Parse the original data and add reingestion metadata
-      const originalData = ingestion.data as z.infer<typeof IngestBodyRequest>;
-      
-      const reingestionData = {
-        ...originalData,
-        source: `reingest-${originalData.source}`,
-        metadata: {
-          ...originalData.metadata,
-          isReingestion: true,
-          originalIngestionId: ingestion.id,
-        },
-      };
+//   if (dryRun) {
+//     return {
+//       userId,
+//       ingestionCount: ingestions.length,
+//       ingestions: ingestions.map(ing => ({
+//         id: ing.id,
+//         createdAt: ing.createdAt,
+//         spaceId: ing.spaceId,
+//         data: {
+//           episodeBody: (ing.data as any)?.episodeBody?.substring(0, 100) +
+//                       ((ing.data as any)?.episodeBody?.length > 100 ? '...' : ''),
+//           source: (ing.data as any)?.source,
+//           referenceTime: (ing.data as any)?.referenceTime,
+//         },
+//       })),
+//     };
+//   }
 
-      const jobDetails = await ingestionQueue.add(
-        `ingest-user-${userId}`,
-        {
-          queueId: ingestion.id,
-          spaceId: ingestion.spaceId,
-          userId: userId,
-          body: ingestion.data,
-        },
-        {
-          jobId: `${userId}-${Date.now()}`,
-        },
-      );
+//   // Queue ingestions in temporal order (already sorted by createdAt ASC)
+//   const queuedJobs = [];
+//   const ingestionQueue = getUserQueue(userId);
+//   for (const ingestion of ingestions) {
+//     try {
+//       // Parse the original data and add reingestion metadata
+//       const originalData = ingestion.data as z.infer<typeof IngestBodyRequest>;
 
-      queuedJobs.push({id: jobDetails.id});
-    } catch (error) {
-      logger.error(`Failed to queue ingestion ${ingestion.id} for user ${userId}:`, {error});
-    }
-  }
+//       const reingestionData = {
+//         ...originalData,
+//         source: `reingest-${originalData.source}`,
+//         metadata: {
+//           ...originalData.metadata,
+//           isReingestion: true,
+//           originalIngestionId: ingestion.id,
+//         },
+//       };
 
-  return {
-    userId,
-    ingestionCount: ingestions.length,
-    queuedJobsCount: queuedJobs.length,
-    queuedJobs,
-  };
-}
+//       const jobDetails = await ingestionQueue.add(
+//         `ingest-user-${userId}`,
+//         {
+//           queueId: ingestion.id,
+//           spaceId: ingestion.spaceId,
+//           userId: userId,
+//           body: ingestion.data,
+//         },
+//         {
+//           jobId: `${userId}-${Date.now()}`,
+//         },
+//       );
 
-const { action, loader } = createActionApiRoute(
-  {
-    body: ReingestionBodyRequest,
-    allowJWT: true,
-    authorization: {
-      action: "reingest",
-    },
-    corsStrategy: "all",
-  },
-  async ({ body, authentication }) => {
-    const { userId, spaceId, dryRun } = body;
+//       queuedJobs.push({id: jobDetails.id});
+//     } catch (error) {
+//       logger.error(`Failed to queue ingestion ${ingestion.id} for user ${userId}:`, {error});
+//     }
+//   }
 
-    try {
-      // Check if the user is an admin
-      const user = await prisma.user.findUnique({ 
-        where: { id: authentication.userId }
-      });
+//   return {
+//     userId,
+//     ingestionCount: ingestions.length,
+//     queuedJobsCount: queuedJobs.length,
+//     queuedJobs,
+//   };
+// }
 
-      if (!user || user.admin !== true) {
-        logger.warn("Unauthorized reingest attempt", {
-          requestUserId: authentication.userId,
-        });
-        return json(
-          { 
-            success: false, 
-            error: "Unauthorized: Only admin users can perform reingestion" 
-          },
-          { status: 403 }
-        );
-      }
-      if (userId) {
-        // Reingest for specific user
-        const result = await reingestionForUser(userId, spaceId, dryRun);
-        return json({
-          success: true,
-          type: "single_user",
-          result,
-        });
-      } else {
-        // Reingest for all users
-        const users = await getAllUsers();
-        const results = [];
+// const { action, loader } = createActionApiRoute(
+//   {
+//     body: ReingestionBodyRequest,
+//     allowJWT: true,
+//     authorization: {
+//       action: "reingest",
+//     },
+//     corsStrategy: "all",
+//   },
+//   async ({ body, authentication }) => {
+//     const { userId, spaceId, dryRun } = body;
 
-        logger.info(`Starting reingestion for ${users.length} users`);
+//     try {
+//       // Check if the user is an admin
+//       const user = await prisma.user.findUnique({
+//         where: { id: authentication.userId }
+//       });
 
-        for (const user of users) {
-          try {
-            const result = await reingestionForUser(user.id, spaceId, dryRun);
-            results.push(result);
-            
-            if (!dryRun) {
-              // Add small delay between users to prevent overwhelming the system
-              await new Promise(resolve => setTimeout(resolve, 1000));
-            }
-          } catch (error) {
-            logger.error(`Failed to reingest for user ${user.id}:`, {error});
-            results.push({
-              userId: user.id,
-              error: error instanceof Error ? error.message : "Unknown error",
-            });
-          }
-        }
+//       if (!user || user.admin !== true) {
+//         logger.warn("Unauthorized reingest attempt", {
+//           requestUserId: authentication.userId,
+//         });
+//         return json(
+//           {
+//             success: false,
+//             error: "Unauthorized: Only admin users can perform reingestion"
+//           },
+//           { status: 403 }
+//         );
+//       }
+//       if (userId) {
+//         // Reingest for specific user
+//         const result = await reingestionForUser(userId, spaceId, dryRun);
+//         return json({
+//           success: true,
+//           type: "single_user",
+//           result,
+//         });
+//       } else {
+//         // Reingest for all users
+//         const users = await getAllUsers();
+//         const results = [];
 
-        return json({
-          success: true,
-          type: "all_users",
-          totalUsers: users.length,
-          results,
-          summary: {
-            totalIngestions: results.reduce((sum, r) => sum, 0),
-            totalQueuedJobs: results.reduce((sum, r) => sum, 0),
-          },
-        });
-      }
-    } catch (error) {
-      logger.error("Reingestion failed:", {error});
-      return json(
-        {
-          success: false,
-          error: error instanceof Error ? error.message : "Unknown error",
-        },
-        { status: 500 }
-      );
-    }
-  }
-);
+//         logger.info(`Starting reingestion for ${users.length} users`);
 
-export { action, loader };
\ No newline at end of file
+//         for (const user of users) {
+//           try {
+//             const result = await reingestionForUser(user.id, spaceId, dryRun);
+//             results.push(result);
+
+//             if (!dryRun) {
+//               // Add small delay between users to prevent overwhelming the system
+//               await new Promise(resolve => setTimeout(resolve, 1000));
+//             }
+//           } catch (error) {
+//             logger.error(`Failed to reingest for user ${user.id}:`, {error});
+//             results.push({
+//               userId: user.id,
+//               error: error instanceof Error ? error.message : "Unknown error",
+//             });
+//           }
+//         }
+
+//         return json({
+//           success: true,
+//           type: "all_users",
+//           totalUsers: users.length,
+//           results,
+//           summary: {
+//             totalIngestions: results.reduce((sum, r) => sum, 0),
+//             totalQueuedJobs: results.reduce((sum, r) => sum, 0),
+//           },
+//         });
+//       }
+//     } catch (error) {
+//       logger.error("Reingestion failed:", {error});
+//       return json(
+//         {
+//           success: false,
+//           error: error instanceof Error ? error.message : "Unknown error",
+//         },
+//         { status: 500 }
+//       );
+//     }
+//   }
+// );
+
+// export { action, loader };
diff --git a/apps/webapp/app/routes/search.tsx b/apps/webapp/app/routes/search.tsx
index 342a703..981ef17 100644
--- a/apps/webapp/app/routes/search.tsx
+++ b/apps/webapp/app/routes/search.tsx
@@ -1,3 +1,6 @@
+// DEPRECATED: This route is deprecated. Please use /api/v1/search instead.
+// The API logic has been moved to /api/v1/search. This file is retained for reference only.
+
 import { z } from "zod";
 import { createActionApiRoute } from "~/services/routeBuilders/apiBuilder.server";
 import { SearchService } from "~/services/search.server";
diff --git a/apps/webapp/app/routes/home.api.tsx b/apps/webapp/app/routes/settings.api.tsx
similarity index 98%
rename from apps/webapp/app/routes/home.api.tsx
rename to apps/webapp/app/routes/settings.api.tsx
index c443988..b9960c7 100644
--- a/apps/webapp/app/routes/home.api.tsx
+++ b/apps/webapp/app/routes/settings.api.tsx
@@ -86,7 +86,7 @@ export default function API() {
   const [name, setName] = useState("");
 
   const onSubmit = async (event: React.FormEvent<HTMLFormElement>) => {
-    fetcher.submit({ name }, { method: "POST", action: "/home/api" });
+    fetcher.submit({ name }, { method: "POST", action: "/settings/api" });
     setOpen(false);
     setShowToken(true);
   };
diff --git a/apps/webapp/app/routes/home.logs.tsx b/apps/webapp/app/routes/settings.logs.tsx
similarity index 100%
rename from apps/webapp/app/routes/home.logs.tsx
rename to apps/webapp/app/routes/settings.logs.tsx
diff --git a/apps/webapp/app/routes/settings.tsx b/apps/webapp/app/routes/settings.tsx
new file mode 100644
index 0000000..5b1ab2f
--- /dev/null
+++ b/apps/webapp/app/routes/settings.tsx
@@ -0,0 +1,112 @@
+import {
+  ArrowLeft,
+  Brain,
+  Building,
+  Clock,
+  Code,
+  User,
+  Workflow,
+} from "lucide-react";
+
+import React from "react";
+
+import {
+  Sidebar,
+  SidebarContent,
+  SidebarGroup,
+  SidebarGroupContent,
+  SidebarHeader,
+  SidebarMenu,
+  SidebarMenuItem,
+  SidebarProvider,
+} from "~/components/ui/sidebar";
+import { Button } from "~/components/ui";
+import { cn } from "~/lib/utils";
+import { type LoaderFunctionArgs } from "@remix-run/server-runtime";
+import { requireUser, requireWorkpace } from "~/services/session.server";
+import { typedjson } from "remix-typedjson";
+import { clearRedirectTo, commitSession } from "~/services/redirectTo.server";
+import { Outlet, useLocation, useNavigate } from "@remix-run/react";
+
+export const loader = async ({ request }: LoaderFunctionArgs) => {
+  const user = await requireUser(request);
+  const workspace = await requireWorkpace(request);
+
+  return typedjson(
+    {
+      user,
+      workspace,
+    },
+    {
+      headers: {
+        "Set-Cookie": await commitSession(await clearRedirectTo(request)),
+      },
+    },
+  );
+};
+
+export default function Settings() {
+  const location = useLocation();
+
+  const data = {
+    nav: [
+      { name: "Workspace", icon: Building },
+      { name: "Preferences", icon: User },
+      { name: "API", icon: Code },
+    ],
+  };
+  const navigate = useNavigate();
+
+  const gotoHome = () => {
+    navigate("/home/dashboard");
+  };
+
+  return (
+    <div className="bg-background h-full w-full overflow-hidden p-0">
+      <SidebarProvider className="items-start">
+        <Sidebar collapsible="none" className="hidden w-[180px] md:flex">
+          <SidebarHeader className="flex justify-start pb-0">
+            <Button
+              variant="link"
+              className="flex w-fit gap-2"
+              onClick={gotoHome}
+            >
+              <ArrowLeft size={14} />
+              Back to app
+            </Button>
+          </SidebarHeader>
+          <SidebarContent className="bg-background">
+            <SidebarGroup>
+              <SidebarGroupContent>
+                <SidebarMenu className="gap-0.5">
+                  {data.nav.map((item) => (
+                    <SidebarMenuItem key={item.name}>
+                      <Button
+                        variant="secondary"
+                        isActive={location.pathname.includes(
+                          item.name.toLowerCase(),
+                        )}
+                        onClick={() =>
+                          navigate(`/settings/${item.name.toLowerCase()}`)
+                        }
+                        className={cn("flex w-fit min-w-0 justify-start gap-1")}
+                      >
+                        <item.icon size={18} />
+                        <span>{item.name}</span>
+                      </Button>
+                    </SidebarMenuItem>
+                  ))}
+                </SidebarMenu>
+              </SidebarGroupContent>
+            </SidebarGroup>
+          </SidebarContent>
+        </Sidebar>
+        <main className="flex h-[100vh] flex-1 flex-col overflow-hidden p-2 pl-0">
+          <div className="bg-background-2 flex h-full flex-1 flex-col overflow-y-auto rounded-md">
+            <Outlet />
+          </div>
+        </main>
+      </SidebarProvider>
+    </div>
+  );
+}
diff --git a/apps/webapp/app/services/apiAuth.server.ts b/apps/webapp/app/services/apiAuth.server.ts
index 61701b9..08cb0ba 100644
--- a/apps/webapp/app/services/apiAuth.server.ts
+++ b/apps/webapp/app/services/apiAuth.server.ts
@@ -1,6 +1,3 @@
-import { SignJWT, errors, jwtVerify } from "jose";
-
-import { env } from "~/env.server";
 import { findUserByToken } from "~/models/personal-token.server";
 
 // See this for more: https://twitter.com/mattpocockuk/status/1653403198885904387?s=20
@@ -85,7 +82,7 @@ export async function authenticateApiKeyWithFailure(
 }
 
 export function isSecretApiKey(key: string) {
-  return key.startsWith("tr_");
+  return key.startsWith("rc_");
 }
 
 export function getApiKeyFromRequest(request: Request) {
diff --git a/apps/webapp/app/services/conversation.server.ts b/apps/webapp/app/services/conversation.server.ts
new file mode 100644
index 0000000..f0beecc
--- /dev/null
+++ b/apps/webapp/app/services/conversation.server.ts
@@ -0,0 +1,361 @@
+import { UserTypeEnum } from "@core/types";
+
+import { auth, runs, tasks } from "@trigger.dev/sdk/v3";
+import { prisma } from "~/db.server";
+import { createConversationTitle } from "~/trigger/conversation/create-conversation-title";
+
+import { z } from "zod";
+import { type ConversationHistory } from "@prisma/client";
+
+export const CreateConversationSchema = z.object({
+  message: z.string(),
+  title: z.string().optional(),
+  conversationId: z.string().optional(),
+  userType: z.nativeEnum(UserTypeEnum).optional(),
+});
+
+export type CreateConversationDto = z.infer<typeof CreateConversationSchema>;
+
+// Create a new conversation
+export async function createConversation(
+  workspaceId: string,
+  userId: string,
+  conversationData: CreateConversationDto,
+) {
+  const { title, conversationId, ...otherData } = conversationData;
+
+  if (conversationId) {
+    // Add a new message to an existing conversation
+    const conversationHistory = await prisma.conversationHistory.create({
+      data: {
+        ...otherData,
+        userType: otherData.userType || UserTypeEnum.User,
+        ...(userId && {
+          user: {
+            connect: { id: userId },
+          },
+        }),
+        conversation: {
+          connect: { id: conversationId },
+        },
+      },
+      include: {
+        conversation: true,
+      },
+    });
+
+    const context = await getConversationContext(conversationHistory.id);
+    const handler = await tasks.trigger(
+      "chat",
+      {
+        conversationHistoryId: conversationHistory.id,
+        conversationId: conversationHistory.conversation.id,
+        context,
+      },
+      { tags: [conversationHistory.id, workspaceId, conversationId] },
+    );
+
+    return {
+      id: handler.id,
+      token: handler.publicAccessToken,
+      conversationId: conversationHistory.conversation.id,
+      conversationHistoryId: conversationHistory.id,
+    };
+  }
+
+  // Create a new conversation and its first message
+  const conversation = await prisma.conversation.create({
+    data: {
+      workspaceId,
+      userId,
+      title:
+        title?.substring(0, 100) ?? conversationData.message.substring(0, 100),
+      ConversationHistory: {
+        create: {
+          userId,
+          userType: otherData.userType || UserTypeEnum.User,
+          ...otherData,
+        },
+      },
+    },
+    include: {
+      ConversationHistory: true,
+    },
+  });
+
+  const conversationHistory = conversation.ConversationHistory[0];
+  const context = await getConversationContext(conversationHistory.id);
+
+  // Trigger conversation title task
+  await tasks.trigger<typeof createConversationTitle>(
+    createConversationTitle.id,
+    {
+      conversationId: conversation.id,
+      message: conversationData.message,
+    },
+    { tags: [conversation.id, workspaceId] },
+  );
+
+  const handler = await tasks.trigger(
+    "chat",
+    {
+      conversationHistoryId: conversationHistory.id,
+      conversationId: conversation.id,
+      context,
+    },
+    { tags: [conversationHistory.id, workspaceId, conversation.id] },
+  );
+
+  return {
+    id: handler.id,
+    token: handler.publicAccessToken,
+    conversationId: conversation.id,
+    conversationHistoryId: conversationHistory.id,
+  };
+}
+
+// Get a conversation by ID
+export async function getConversation(conversationId: string) {
+  return prisma.conversation.findUnique({
+    where: { id: conversationId },
+  });
+}
+
+// Delete a conversation (soft delete)
+export async function deleteConversation(conversationId: string) {
+  return prisma.conversation.update({
+    where: { id: conversationId },
+    data: {
+      deleted: new Date().toISOString(),
+    },
+  });
+}
+
+// Mark a conversation as read
+export async function readConversation(conversationId: string) {
+  return prisma.conversation.update({
+    where: { id: conversationId },
+    data: { unread: false },
+  });
+}
+
+export async function getCurrentConversationRun(
+  conversationId: string,
+  workspaceId: string,
+) {
+  const conversationHistory = await prisma.conversationHistory.findFirst({
+    where: {
+      conversationId,
+      conversation: {
+        workspaceId,
+      },
+    },
+    orderBy: {
+      updatedAt: "desc",
+    },
+  });
+
+  if (!conversationHistory) {
+    throw new Error("No run found");
+  }
+
+  const response = await runs.list({
+    tag: [conversationId, conversationHistory.id],
+    status: ["QUEUED", "EXECUTING"],
+    limit: 1,
+  });
+
+  const run = response.data[0];
+  if (!run) {
+    return undefined;
+  }
+
+  const publicToken = await auth.createPublicToken({
+    scopes: {
+      read: {
+        runs: [run.id],
+      },
+    },
+  });
+
+  return {
+    id: run.id,
+    token: publicToken,
+    conversationId,
+    conversationHistoryId: conversationHistory.id,
+  };
+}
+
+export async function stopConversation(
+  conversationId: string,
+  workspaceId: string,
+) {
+  const conversationHistory = await prisma.conversationHistory.findFirst({
+    where: {
+      conversationId,
+      conversation: {
+        workspaceId,
+      },
+    },
+    orderBy: {
+      updatedAt: "desc",
+    },
+  });
+
+  if (!conversationHistory) {
+    throw new Error("No run found");
+  }
+
+  const response = await runs.list({
+    tag: [conversationId, conversationHistory.id],
+    status: ["QUEUED", "EXECUTING"],
+    limit: 1,
+  });
+
+  const run = response.data[0];
+  if (!run) {
+    await prisma.conversation.update({
+      where: {
+        id: conversationId,
+      },
+      data: {
+        status: "failed",
+      },
+    });
+
+    return undefined;
+  }
+
+  return await runs.cancel(run.id);
+}
+
+export async function getConversationContext(
+  conversationHistoryId: string,
+): Promise<{
+  previousHistory: ConversationHistory[];
+}> {
+  const conversationHistory = await prisma.conversationHistory.findUnique({
+    where: { id: conversationHistoryId },
+    include: { conversation: true },
+  });
+
+  if (!conversationHistory) {
+    return {
+      previousHistory: [],
+    };
+  }
+
+  // Get previous conversation history message and response
+  let previousHistory: ConversationHistory[] = [];
+
+  if (conversationHistory.conversationId) {
+    previousHistory = await prisma.conversationHistory.findMany({
+      where: {
+        conversationId: conversationHistory.conversationId,
+        id: {
+          not: conversationHistoryId,
+        },
+        deleted: null,
+      },
+      orderBy: {
+        createdAt: "asc",
+      },
+    });
+  }
+
+  return {
+    previousHistory,
+  };
+}
+
+export const getConversationAndHistory = async (
+  conversationId: string,
+  userId: string,
+) => {
+  const conversation = await prisma.conversation.findFirst({
+    where: {
+      id: conversationId,
+    },
+    include: {
+      ConversationHistory: true,
+    },
+  });
+
+  return conversation;
+};
+
+export const GetConversationsListSchema = z.object({
+  page: z.string().optional().default("1"),
+  limit: z.string().optional().default("20"),
+  search: z.string().optional(),
+});
+
+export type GetConversationsListDto = z.infer<typeof GetConversationsListSchema>;
+
+export async function getConversationsList(
+  workspaceId: string,
+  userId: string,
+  params: GetConversationsListDto,
+) {
+  const page = parseInt(params.page);
+  const limit = parseInt(params.limit);
+  const skip = (page - 1) * limit;
+
+  const where = {
+    workspaceId,
+    userId,
+    deleted: null,
+    ...(params.search && {
+      OR: [
+        {
+          title: {
+            contains: params.search,
+            mode: "insensitive" as const,
+          },
+        },
+        {
+          ConversationHistory: {
+            some: {
+              message: {
+                contains: params.search,
+                mode: "insensitive" as const,
+              },
+            },
+          },
+        },
+      ],
+    }),
+  };
+
+  const [conversations, total] = await Promise.all([
+    prisma.conversation.findMany({
+      where,
+      include: {
+        ConversationHistory: {
+          take: 1,
+          orderBy: {
+            createdAt: "desc",
+          },
+        },
+      },
+      orderBy: {
+        updatedAt: "desc",
+      },
+      skip,
+      take: limit,
+    }),
+    prisma.conversation.count({ where }),
+  ]);
+
+  return {
+    conversations,
+    pagination: {
+      page,
+      limit,
+      total,
+      totalPages: Math.ceil(total / limit),
+      hasNext: page < Math.ceil(total / limit),
+      hasPrev: page > 1,
+    },
+  };
+}
diff --git a/apps/webapp/app/services/email.server.ts b/apps/webapp/app/services/email.server.ts
index 1da6751..45f3e57 100644
--- a/apps/webapp/app/services/email.server.ts
+++ b/apps/webapp/app/services/email.server.ts
@@ -5,9 +5,7 @@ import {
   type MailTransportOptions,
 } from "emails";
 
-import { redirect } from "remix-typedjson";
 import { env } from "~/env.server";
-import type { AuthUser } from "./authUser";
 
 import { logger } from "./logger.service";
 import { singleton } from "~/utils/singleton";
diff --git a/apps/webapp/app/services/integration.server.ts b/apps/webapp/app/services/integration.server.ts
new file mode 100644
index 0000000..c12c29d
--- /dev/null
+++ b/apps/webapp/app/services/integration.server.ts
@@ -0,0 +1,88 @@
+import { tasks } from "@trigger.dev/sdk/v3";
+
+import { getOrCreatePersonalAccessToken } from "./personalAccessToken.server";
+import { logger } from "./logger.service";
+import { type integrationRun } from "~/trigger/integrations/integration-run";
+
+import type { IntegrationDefinitionV2 } from "@core/database";
+
+/**
+ * Prepares the parameters for triggering an integration.
+ * If userId is provided, gets or creates a personal access token for the user.
+ */
+async function prepareIntegrationTrigger(
+  integrationDefinition: IntegrationDefinitionV2,
+  userId?: string,
+  workspaceId?: string,
+) {
+  logger.info(`Loading integration ${integrationDefinition.slug}`);
+
+  let pat = "";
+  if (userId) {
+    // Use the integration slug as the token name for uniqueness
+    const tokenResult = await getOrCreatePersonalAccessToken({
+      name: integrationDefinition.slug ?? "integration",
+      userId,
+    });
+    pat = tokenResult.token ?? "";
+  }
+
+  return {
+    integrationDefinition,
+    pat,
+  };
+}
+
+/**
+ * Triggers an integration run asynchronously.
+ */
+export async function runIntegrationTriggerAsync(
+  integrationDefinition: IntegrationDefinitionV2,
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  event: any,
+  userId?: string,
+  workspaceId?: string,
+) {
+  const params = await prepareIntegrationTrigger(
+    integrationDefinition,
+    userId,
+    workspaceId,
+  );
+  return await tasks.trigger<typeof integrationRun>("integration-run", {
+    ...params,
+    event,
+  });
+}
+
+/**
+ * Triggers an integration run and waits for completion.
+ */
+export async function runIntegrationTrigger(
+  integrationDefinition: IntegrationDefinitionV2,
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  event: any,
+  userId?: string,
+  workspaceId?: string,
+) {
+  const params = await prepareIntegrationTrigger(
+    integrationDefinition,
+    userId,
+    workspaceId,
+  );
+
+  const response = await tasks.triggerAndPoll<typeof integrationRun>(
+    "integration-run",
+    {
+      ...params,
+      integrationAccount: event.integrationAccount,
+      event: event.event,
+      eventBody: event.eventBody,
+    },
+  );
+
+  if (response.status === "COMPLETED") {
+    return response.output;
+  }
+
+  throw new Error(`Integration trigger failed with status: ${response.status}`);
+}
diff --git a/apps/webapp/app/services/integrationDefinition.server.ts b/apps/webapp/app/services/integrationDefinition.server.ts
new file mode 100644
index 0000000..9b07992
--- /dev/null
+++ b/apps/webapp/app/services/integrationDefinition.server.ts
@@ -0,0 +1,24 @@
+import { prisma } from "~/db.server";
+
+/**
+ * Get all integration definitions available to a workspace.
+ * Returns both global (workspaceId: null) and workspace-specific definitions.
+ */
+export async function getIntegrationDefinitions(workspaceId: string) {
+  return prisma.integrationDefinitionV2.findMany({
+    where: {
+      OR: [{ workspaceId: null }, { workspaceId }],
+    },
+  });
+}
+
+/**
+ * Get a single integration definition by its ID.
+ */
+export async function getIntegrationDefinitionWithId(
+  integrationDefinitionId: string,
+) {
+  return prisma.integrationDefinitionV2.findUnique({
+    where: { id: integrationDefinitionId },
+  });
+}
diff --git a/apps/webapp/app/services/knowledgeGraph.server.ts b/apps/webapp/app/services/knowledgeGraph.server.ts
index 67b1f3a..efe2da1 100644
--- a/apps/webapp/app/services/knowledgeGraph.server.ts
+++ b/apps/webapp/app/services/knowledgeGraph.server.ts
@@ -1,8 +1,6 @@
 import { openai } from "@ai-sdk/openai";
 import { type CoreMessage, embed } from "ai";
 import {
-  EpisodeType,
-  LLMModelEnum,
   type AddEpisodeParams,
   type EntityNode,
   type EpisodicNode,
@@ -58,7 +56,7 @@ export class KnowledgeGraphService {
     }
 
     // Default to using Ollama
-    const ollamaUrl = process.env.OLLAMA_URL;
+    const ollamaUrl = env.OLLAMA_URL;
     const model = env.EMBEDDING_MODEL;
 
     const ollama = createOllama({
diff --git a/apps/webapp/app/services/oauth/oauth-utils.server.ts b/apps/webapp/app/services/oauth/oauth-utils.server.ts
new file mode 100644
index 0000000..59957d8
--- /dev/null
+++ b/apps/webapp/app/services/oauth/oauth-utils.server.ts
@@ -0,0 +1,155 @@
+import { type OAuth2Params } from "@core/types";
+import { IsBoolean, IsString } from "class-validator";
+import type { IntegrationDefinitionV2 } from "@core/database";
+import { z } from "zod";
+
+export interface RedirectURLParams {
+  workspaceSlug: string;
+  integrationOAuthAppName: string;
+  config: string;
+}
+
+export interface SessionRecord {
+  integrationDefinitionId: string;
+  config: OAuth2Params;
+  redirectURL: string;
+  workspaceId: string;
+  accountIdentifier?: string;
+  integrationKeys?: string;
+  personal: boolean;
+  userId?: string;
+}
+
+export class OAuthBodyInterface {
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  config?: any;
+
+  @IsString()
+  redirectURL: string;
+
+  @IsBoolean()
+  personal: boolean = false;
+
+  @IsString()
+  integrationDefinitionId: string;
+}
+
+export const OAuthBodySchema = z.object({
+  config: z.any().optional(),
+  redirectURL: z.string(),
+  personal: z.boolean().default(false),
+  integrationDefinitionId: z.string(),
+});
+
+export type CallbackParams = Record<string, string>;
+
+export interface ProviderConfig {
+  client_id: string;
+  client_secret: string;
+  scopes: string;
+}
+
+const enum ProviderAuthModes {
+  "OAuth2" = "OAuth2",
+}
+
+export interface ProviderTemplate extends OAuth2Params {
+  auth_mode: ProviderAuthModes;
+}
+
+export enum OAuthAuthorizationMethod {
+  BODY = "body",
+  HEADER = "header",
+}
+
+export enum OAuthBodyFormat {
+  FORM = "form",
+  JSON = "json",
+}
+
+export interface ProviderTemplateOAuth2 extends ProviderTemplate {
+  auth_mode: ProviderAuthModes.OAuth2;
+
+  disable_pkce?: boolean; // Defaults to false (=PKCE used) if not provided
+
+  token_params?: {
+    grant_type?: "authorization_code" | "client_credentials";
+  };
+
+  refresh_params?: {
+    grant_type: "refresh_token";
+  };
+
+  authorization_method?: OAuthAuthorizationMethod;
+  body_format?: OAuthBodyFormat;
+
+  refresh_url?: string;
+
+  token_request_auth_method?: "basic";
+}
+
+/**
+ * A helper function to interpolate a string.
+ * interpolateString('Hello ${name} of ${age} years", {name: 'Tester', age: 234}) -> returns 'Hello Tester of age 234 years'
+ *
+ * @remarks
+ * Copied from https://stackoverflow.com/a/1408373/250880
+ */
+// eslint-disable-next-line @typescript-eslint/no-explicit-any
+export function interpolateString(str: string, replacers: Record<string, any>) {
+  return str.replace(/\${([^{}]*)}/g, (a, b) => {
+    const r = replacers[b];
+    return typeof r === "string" || typeof r === "number" ? (r as string) : a; // Typecast needed to make TypeScript happy
+  });
+}
+
+export function getSimpleOAuth2ClientConfig(
+  providerConfig: ProviderConfig,
+  template: ProviderTemplate,
+  connectionConfig: OAuth2Params,
+) {
+  const tokenUrl = new URL(
+    interpolateString(template.token_url, connectionConfig),
+  );
+  const authorizeUrl = new URL(
+    interpolateString(template.authorization_url, connectionConfig),
+  );
+  const headers = { "User-Agent": "Sol" };
+
+  const authConfig = template as ProviderTemplateOAuth2;
+
+  return {
+    client: {
+      id: providerConfig.client_id,
+      secret: providerConfig.client_secret,
+    },
+    auth: {
+      tokenHost: tokenUrl.origin,
+      tokenPath: tokenUrl.pathname,
+      authorizeHost: authorizeUrl.origin,
+      authorizePath: authorizeUrl.pathname,
+    },
+    http: { headers },
+    options: {
+      authorizationMethod:
+        authConfig.authorization_method || OAuthAuthorizationMethod.BODY,
+      bodyFormat: authConfig.body_format || OAuthBodyFormat.FORM,
+      scopeSeparator: template.scope_separator || " ",
+    },
+  };
+}
+
+export async function getTemplate(
+  integrationDefinition: IntegrationDefinitionV2,
+): Promise<ProviderTemplate> {
+  const spec = integrationDefinition.spec as any;
+  const template: ProviderTemplate = spec.auth.OAuth2 as ProviderTemplate;
+
+  if (!template) {
+    throw new Error(
+      `This extension doesn't support OAuth. Reach out to us if you need support for this extension`,
+    );
+  }
+
+  return template;
+}
diff --git a/apps/webapp/app/services/oauth/oauth.server.ts b/apps/webapp/app/services/oauth/oauth.server.ts
new file mode 100644
index 0000000..82d4e54
--- /dev/null
+++ b/apps/webapp/app/services/oauth/oauth.server.ts
@@ -0,0 +1,245 @@
+import { IntegrationPayloadEventType, type OAuth2Params } from "@core/types";
+import * as simpleOauth2 from "simple-oauth2";
+import { tasks } from "@trigger.dev/sdk/v3";
+import {
+  getSimpleOAuth2ClientConfig,
+  getTemplate,
+  type OAuthBodyInterface,
+  type ProviderTemplateOAuth2,
+  type SessionRecord,
+} from "./oauth-utils.server";
+import { getIntegrationDefinitionWithId } from "../integrationDefinition.server";
+import { type scheduler } from "~/trigger/integrations/scheduler";
+import { logger } from "../logger.service";
+import { runIntegrationTrigger } from "../integration.server";
+import type { IntegrationDefinitionV2 } from "@core/database";
+import { env } from "~/env.server";
+
+// Use process.env for config in Remix
+const CALLBACK_URL = process.env.OAUTH_CALLBACK_URL ?? "";
+
+// Session store (in-memory, for single server)
+const session: Record<string, SessionRecord> = {};
+
+export type CallbackParams = Record<string, string>;
+
+// Remix-style callback handler
+// Accepts a Remix LoaderFunctionArgs-like object: { request }
+export async function callbackHandler(
+  params: CallbackParams,
+  request: Request,
+) {
+  if (!params.state) {
+    throw new Error("No state found");
+  }
+
+  const sessionRecord = session[params.state];
+
+  // Delete the session once it's used
+  delete session[params.state];
+
+  if (!sessionRecord) {
+    throw new Error("No session found");
+  }
+
+  const integrationDefinition = await getIntegrationDefinitionWithId(
+    sessionRecord.integrationDefinitionId,
+  );
+
+  const template = (await getTemplate(
+    integrationDefinition as IntegrationDefinitionV2,
+  )) as ProviderTemplateOAuth2;
+
+  if (integrationDefinition === null) {
+    const errorMessage = "No matching integration definition found";
+    return new Response(null, {
+      status: 302,
+      headers: {
+        Location: `${sessionRecord.redirectURL}?success=false&error=${encodeURIComponent(
+          errorMessage,
+        )}`,
+      },
+    });
+  }
+
+  let additionalTokenParams: Record<string, string> = {};
+  if (template.token_params !== undefined) {
+    const deepCopy = JSON.parse(JSON.stringify(template.token_params));
+    additionalTokenParams = deepCopy;
+  }
+
+  if (template.refresh_params) {
+    additionalTokenParams = template.refresh_params;
+  }
+
+  const headers: Record<string, string> = {};
+
+  const integrationConfig = integrationDefinition.config as any;
+  const integrationSpec = integrationDefinition.spec as any;
+
+  if (template.token_request_auth_method === "basic") {
+    headers["Authorization"] = `Basic ${Buffer.from(
+      `${integrationConfig?.clientId}:${integrationConfig.clientSecret}`,
+    ).toString("base64")}`;
+  }
+
+  const accountIdentifier = sessionRecord.accountIdentifier
+    ? `&accountIdentifier=${encodeURIComponent(sessionRecord.accountIdentifier)}`
+    : "";
+  const integrationKeys = sessionRecord.integrationKeys
+    ? `&integrationKeys=${encodeURIComponent(sessionRecord.integrationKeys)}`
+    : "";
+
+  try {
+    const scopes = (integrationSpec.auth.OAuth2 as OAuth2Params)
+      .scopes as string[];
+
+    const simpleOAuthClient = new simpleOauth2.AuthorizationCode(
+      getSimpleOAuth2ClientConfig(
+        {
+          client_id: integrationConfig.clientId,
+          client_secret: integrationConfig.clientSecret,
+          scopes: scopes.join(","),
+        },
+        template,
+        sessionRecord.config,
+      ),
+    );
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const tokensResponse: any = await simpleOAuthClient.getToken(
+      {
+        code: params.code as string,
+        redirect_uri: CALLBACK_URL,
+        ...additionalTokenParams,
+      },
+      {
+        headers,
+      },
+    );
+
+    const integrationAccount = await runIntegrationTrigger(
+      integrationDefinition,
+      {
+        event: IntegrationPayloadEventType.INTEGRATION_ACCOUNT_CREATED,
+        eventBody: {
+          oauthResponse: tokensResponse.token,
+          oauthParams: {
+            ...params,
+            redirect_uri: CALLBACK_URL,
+          },
+          integrationDefinition,
+        },
+      },
+      sessionRecord.userId,
+      sessionRecord.workspaceId,
+    );
+
+    await tasks.trigger<typeof scheduler>("scheduler", {
+      integrationAccountId: integrationAccount.id,
+    });
+
+    return new Response(null, {
+      status: 302,
+      headers: {
+        Location: `${sessionRecord.redirectURL}?success=true&integrationName=${encodeURIComponent(
+          integrationDefinition.name,
+        )}${accountIdentifier}${integrationKeys}`,
+      },
+    });
+  } catch (e: any) {
+    logger.error(e);
+
+    return new Response(null, {
+      status: 302,
+      headers: {
+        Location: `${sessionRecord.redirectURL}?success=false&error=${encodeURIComponent(
+          e.message,
+        )}${accountIdentifier}${integrationKeys}`,
+      },
+    });
+  }
+}
+
+export async function getRedirectURL(
+  oAuthBody: OAuthBodyInterface,
+  userId: string,
+  workspaceId?: string,
+  specificScopes?: string,
+) {
+  const { integrationDefinitionId, personal } = oAuthBody;
+
+  const redirectURL = `${env.APP_ORIGIN}/integrations`;
+
+  logger.info(
+    `We got OAuth request for ${workspaceId}: ${integrationDefinitionId}`,
+  );
+
+  const integrationDefinition = await getIntegrationDefinitionWithId(
+    integrationDefinitionId,
+  );
+
+  if (!integrationDefinition) {
+    throw new Error("No integration definition ");
+  }
+
+  const spec = integrationDefinition.spec as any;
+  const externalConfig = spec.auth.OAuth2 as OAuth2Params;
+  const template = await getTemplate(integrationDefinition);
+
+  const scopesString =
+    specificScopes || (externalConfig.scopes as string[]).join(",");
+  const additionalAuthParams = template.authorization_params || {};
+
+  const integrationConfig = integrationDefinition.config as any;
+
+  try {
+    const simpleOAuthClient = new simpleOauth2.AuthorizationCode(
+      getSimpleOAuth2ClientConfig(
+        {
+          client_id: integrationConfig.clientId,
+          client_secret: integrationConfig.clientSecret,
+          scopes: scopesString,
+        },
+        template,
+        externalConfig,
+      ),
+    );
+
+    const uniqueId = Date.now().toString(36);
+    session[uniqueId] = {
+      integrationDefinitionId: integrationDefinition.id,
+      redirectURL,
+      workspaceId: workspaceId as string,
+      config: externalConfig,
+      userId,
+      personal,
+    };
+
+    const scopes = [
+      ...scopesString.split(","),
+      ...(template.default_scopes || []),
+    ];
+
+    const scopeIdentifier = externalConfig.scope_identifier ?? "scope";
+
+    const authorizationUri = simpleOAuthClient.authorizeURL({
+      redirect_uri: CALLBACK_URL,
+      [scopeIdentifier]: scopes.join(template.scope_separator || " "),
+      state: uniqueId,
+      ...additionalAuthParams,
+    });
+
+    logger.debug(
+      `OAuth 2.0 for ${integrationDefinition.name} - redirecting to: ${authorizationUri}`,
+    );
+
+    return {
+      status: 200,
+      redirectURL: authorizationUri,
+    };
+  } catch (e: any) {
+    logger.warn(e);
+    throw new Error(e.message);
+  }
+}
diff --git a/apps/webapp/app/services/personalAccessToken.server.ts b/apps/webapp/app/services/personalAccessToken.server.ts
index 21d6174..b09b618 100644
--- a/apps/webapp/app/services/personalAccessToken.server.ts
+++ b/apps/webapp/app/services/personalAccessToken.server.ts
@@ -268,6 +268,58 @@ export async function createPersonalAccessTokenFromAuthorizationCode(
   return token;
 }
 
+/** Get or create a PersonalAccessToken for the given name and userId.
+ * If one exists (not revoked), return it (without the unencrypted token).
+ * If not, create a new one and return it (with the unencrypted token).
+ * We only ever return the unencrypted token once, on creation.
+ */
+export async function getOrCreatePersonalAccessToken({
+  name,
+  userId,
+}: CreatePersonalAccessTokenOptions) {
+  // Try to find an existing, non-revoked token
+  const existing = await prisma.personalAccessToken.findFirst({
+    where: {
+      name,
+      userId,
+      revokedAt: null,
+    },
+  });
+
+  if (existing) {
+    // Do not return the unencrypted token if it already exists
+    return {
+      id: existing.id,
+      name: existing.name,
+      userId: existing.userId,
+      obfuscatedToken: existing.obfuscatedToken,
+      // token is not returned
+    };
+  }
+
+  // Create a new token
+  const token = createToken();
+  const encryptedToken = encryptToken(token);
+
+  const personalAccessToken = await prisma.personalAccessToken.create({
+    data: {
+      name,
+      userId,
+      encryptedToken,
+      obfuscatedToken: obfuscateToken(token),
+      hashedToken: hashToken(token),
+    },
+  });
+
+  return {
+    id: personalAccessToken.id,
+    name,
+    userId,
+    token,
+    obfuscatedToken: personalAccessToken.obfuscatedToken,
+  };
+}
+
 /** Created a new PersonalAccessToken, and return the token. We only ever return the unencrypted token once. */
 export async function createPersonalAccessToken({
   name,
@@ -306,7 +358,7 @@ function createToken() {
   return `${tokenPrefix}${tokenGenerator()}`;
 }
 
-/** Obfuscates all but the first and last 4 characters of the token, so it looks like tr_pat_bhbd•••••••••••••••••••fd4a */
+/** Obfuscates all but the first and last 4 characters of the token, so it looks like rc_pat_bhbd•••••••••••••••••••fd4a */
 function obfuscateToken(token: string) {
   const withoutPrefix = token.replace(tokenPrefix, "");
   const obfuscated = `${withoutPrefix.slice(0, 4)}${"•".repeat(18)}${withoutPrefix.slice(-4)}`;
diff --git a/apps/webapp/app/services/postAuth.server.ts b/apps/webapp/app/services/postAuth.server.ts
index e5d92fe..7c91726 100644
--- a/apps/webapp/app/services/postAuth.server.ts
+++ b/apps/webapp/app/services/postAuth.server.ts
@@ -1,4 +1,5 @@
 import type { User } from "~/models/user.server";
+import { createWorkspace } from "~/models/workspace.server";
 import { singleton } from "~/utils/singleton";
 
 export async function postAuthentication({
@@ -10,5 +11,11 @@ export async function postAuthentication({
   loginMethod: User["authenticationMethod"];
   isNewUser: boolean;
 }) {
-  // console.log(user);
+  if (user.name && isNewUser && loginMethod === "GOOGLE") {
+    await createWorkspace({
+      name: user.name,
+      userId: user.id,
+      integrations: [],
+    });
+  }
 }
diff --git a/apps/webapp/app/services/session.server.ts b/apps/webapp/app/services/session.server.ts
index 309c2c9..f0cea55 100644
--- a/apps/webapp/app/services/session.server.ts
+++ b/apps/webapp/app/services/session.server.ts
@@ -62,7 +62,17 @@ export async function requireUser(request: Request) {
 
 export async function requireWorkpace(request: Request) {
   const userId = await requireUserId(request);
-  return getWorkspaceByUser(userId);
+  const workspace = await getWorkspaceByUser(userId);
+
+  if (!workspace) {
+    const url = new URL(request.url);
+    const searchParams = new URLSearchParams([
+      ["redirectTo", `${url.pathname}${url.search}`],
+    ]);
+    throw redirect(`/login?${searchParams}`);
+  }
+
+  return workspace;
 }
 
 export async function logout(request: Request) {
diff --git a/apps/webapp/app/tailwind.css b/apps/webapp/app/tailwind.css
index 05500ce..2a093b3 100644
--- a/apps/webapp/app/tailwind.css
+++ b/apps/webapp/app/tailwind.css
@@ -12,7 +12,7 @@
   --foreground: oklch(0% 0 0);
   --popover: oklch(93.05% 0 0);
   --popover-foreground: oklch(0% 0 0);
-  --primary: oklch(54% 0.1789 271);
+  --primary: oklch(60% 0.13 30);
   --primary-foreground: oklch(100% 0 0);
   --secondary: 210 40% 96.1%;
   --secondary-foreground: oklch(0% 0 0);
@@ -49,7 +49,7 @@
   --foreground: oklch(92.8% 0 0);
   --popover: oklch(28.5% 0 0);
   --popover-foreground: oklch(92.8% 0 0);
-  --primary: oklch(54% 0.1789 271);
+  --primary: oklch(60% 0.13 30);
   --primary-foreground: oklch(92.8% 0 0);
   --secondary: 210 40% 96.1%;
   --secondary-foreground: oklch(92.8% 0 0);
@@ -322,8 +322,49 @@
 @layer base {
   * {
     @apply border-border outline-ring/50;
+    --header-height: 44px;
   }
   body {
-    @apply bg-background text-foreground text-base;
+    @apply bg-background-2 text-foreground text-base;
   }
-}
\ No newline at end of file
+
+
+  @supports (scrollbar-width: auto) {
+    .overflow-y-auto,
+    .overflow-x-auto,
+    .overflow-auto {
+      overflow-anchor: none;
+      scrollbar-color: var(--gray-500) transparent;
+      scrollbar-width: thin;
+    }
+  }
+
+  /* Legacy browsers with `::-webkit-scrollbar-*` support */
+  @supports selector(::-webkit-scrollbar) {
+    .overflow-y-auto::-webkit-scrollbar-thumb,
+    .overflow-x-auto::-webkit-scrollbar-thumb,
+    .overflow-auto::-webkit-scrollbar-thumb {
+      background: transparent;
+    }
+    .overflow-y-auto::-webkit-scrollbar-track,
+    .overflow-x-auto::-webkit-scrollbar-track,
+    .overflow-auto::-webkit-scrollbar-track {
+      background: var(--gray-600);
+    }
+
+    .overflow-y-auto::-webkit-scrollbar,
+    .overflow-x-auto::-webkit-scrollbar,
+    .overflow-auto::-webkit-scrollbar {
+      max-width: 5px;
+    }
+  }
+
+  nav[aria-label='breadcrumb'] li {
+    @apply text-base;
+  }
+
+  p.is-editor-empty {
+    font-size: 14px !important;
+  }
+}
+
diff --git a/apps/webapp/app/trigger/.gitkeep b/apps/webapp/app/trigger/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/apps/webapp/app/trigger/chat/chat-utils.ts b/apps/webapp/app/trigger/chat/chat-utils.ts
new file mode 100644
index 0000000..9e53a60
--- /dev/null
+++ b/apps/webapp/app/trigger/chat/chat-utils.ts
@@ -0,0 +1,561 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */
+
+import { ActionStatusEnum } from "@core/types";
+import { logger } from "@trigger.dev/sdk/v3";
+import {
+  type CoreMessage,
+  type DataContent,
+  jsonSchema,
+  tool,
+  type ToolSet,
+} from "ai";
+import axios from "axios";
+import Handlebars from "handlebars";
+
+import { REACT_SYSTEM_PROMPT, REACT_USER_PROMPT } from "./prompt";
+import { generate, processTag } from "./stream-utils";
+import { type AgentMessage, AgentMessageType, Message } from "./types";
+import { type MCP } from "../utils/mcp";
+import {
+  type ExecutionState,
+  type HistoryStep,
+  type Resource,
+  type TotalCost,
+} from "../utils/types";
+import { flattenObject } from "../utils/utils";
+import { searchMemory, addMemory } from "./memory-utils";
+
+interface LLMOutputInterface {
+  response: AsyncGenerator<
+    | string
+    | {
+        type: string;
+        toolName: string;
+        // eslint-disable-next-line @typescript-eslint/no-explicit-any
+        args?: any;
+        toolCallId?: string;
+        message?: string;
+      },
+    any,
+    any
+  >;
+}
+
+const progressUpdateTool = tool({
+  description:
+    "Send a progress update to the user about what has been discovered or will be done next in a crisp and user friendly way no technical terms",
+  parameters: jsonSchema({
+    type: "object",
+    properties: {
+      message: {
+        type: "string",
+        description: "The progress update message to send to the user",
+      },
+    },
+    required: ["message"],
+    additionalProperties: false,
+  }),
+});
+
+const searchMemoryTool = tool({
+  description:
+    "Search the user's memory graph for episodes or statements based on a query",
+  parameters: jsonSchema({
+    type: "object",
+    properties: {
+      query: {
+        type: "string",
+        description: "The search query in third person perspective",
+      },
+      validAt: {
+        type: "string",
+        description: "The valid at time in ISO format",
+      },
+      startTime: {
+        type: "string",
+        description: "The start time in ISO format",
+      },
+      endTime: {
+        type: "string",
+        description: "The end time in ISO format",
+      },
+    },
+    required: ["query"],
+    additionalProperties: false,
+  }),
+});
+
+const addMemoryTool = tool({
+  description: "Add information to the user's memory graph",
+  parameters: jsonSchema({
+    type: "object",
+    properties: {
+      message: {
+        type: "string",
+        description: "The content/text to add to memory",
+      },
+    },
+    required: ["message"],
+    additionalProperties: false,
+  }),
+});
+
+const internalTools = [
+  "core--progress_update",
+  "core--search_memory",
+  "core--add_memory",
+];
+
+async function addResources(messages: CoreMessage[], resources: Resource[]) {
+  const resourcePromises = resources.map(async (resource) => {
+    // Remove everything before "/api" in the publicURL
+    if (resource.publicURL) {
+      const apiIndex = resource.publicURL.indexOf("/api");
+      if (apiIndex !== -1) {
+        resource.publicURL = resource.publicURL.substring(apiIndex);
+      }
+    }
+    const response = await axios.get(resource.publicURL, {
+      responseType: "arraybuffer",
+    });
+
+    if (resource.fileType.startsWith("image/")) {
+      return {
+        type: "image",
+        image: response.data as DataContent,
+      };
+    }
+
+    return {
+      type: "file",
+      data: response.data as DataContent,
+
+      mimeType: resource.fileType,
+    };
+  });
+
+  const content = await Promise.all(resourcePromises);
+
+  return [...messages, { role: "user", content } as CoreMessage];
+}
+
+function toolToMessage(history: HistoryStep[], messages: CoreMessage[]) {
+  for (let i = 0; i < history.length; i++) {
+    const step = history[i];
+
+    // Add assistant message with tool calls
+    if (step.observation && step.skillId) {
+      messages.push({
+        role: "assistant",
+        content: [
+          {
+            type: "tool-call",
+            toolCallId: step.skillId,
+            toolName: step.skill ?? "",
+            args:
+              typeof step.skillInput === "string"
+                ? JSON.parse(step.skillInput)
+                : step.skillInput,
+          },
+        ],
+      });
+
+      messages.push({
+        role: "tool",
+        content: [
+          {
+            type: "tool-result",
+            toolName: step.skill,
+            toolCallId: step.skillId,
+            result: step.observation,
+            isError: step.isError,
+          },
+        ],
+      } as any);
+    }
+    // Handle format correction steps (observation exists but no skillId)
+    else if (step.observation && !step.skillId) {
+      // Add as a system message for format correction
+      messages.push({
+        role: "system",
+        content: step.observation,
+      });
+    }
+  }
+
+  return messages;
+}
+
+async function makeNextCall(
+  executionState: ExecutionState,
+  TOOLS: ToolSet,
+  totalCost: TotalCost,
+  guardLoop: number,
+): Promise<LLMOutputInterface> {
+  const { context, history, previousHistory } = executionState;
+
+  const promptInfo = {
+    USER_MESSAGE: executionState.query,
+    CONTEXT: context,
+    USER_MEMORY: executionState.userMemoryContext,
+  };
+
+  let messages: CoreMessage[] = [];
+
+  const systemTemplateHandler = Handlebars.compile(REACT_SYSTEM_PROMPT);
+  let systemPrompt = systemTemplateHandler(promptInfo);
+
+  const userTemplateHandler = Handlebars.compile(REACT_USER_PROMPT);
+  const userPrompt = userTemplateHandler(promptInfo);
+
+  // Always start with a system message (this does use tokens but keeps the instructions clear)
+  messages.push({ role: "system", content: systemPrompt });
+
+  // For subsequent queries, include only final responses from previous exchanges if available
+  if (previousHistory && previousHistory.length > 0) {
+    messages = [...messages, ...previousHistory];
+  }
+
+  // Add the current user query (much simpler than the full prompt)
+  messages.push({ role: "user", content: userPrompt });
+
+  // Include any steps from the current interaction
+  if (history.length > 0) {
+    messages = toolToMessage(history, messages);
+  }
+
+  if (executionState.resources && executionState.resources.length > 0) {
+    messages = await addResources(messages, executionState.resources);
+  }
+
+  // Get the next action from the LLM
+  const response = generate(
+    messages,
+    guardLoop > 0 && guardLoop % 3 === 0,
+    (event) => {
+      const usage = event.usage;
+      totalCost.inputTokens += usage.promptTokens;
+      totalCost.outputTokens += usage.completionTokens;
+    },
+    TOOLS,
+  );
+
+  return { response };
+}
+
+export async function* run(
+  message: string,
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  context: Record<string, any>,
+  previousHistory: CoreMessage[],
+  mcp: MCP,
+  stepHistory: HistoryStep[],
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+): AsyncGenerator<AgentMessage, any, any> {
+  let guardLoop = 0;
+
+  let tools = {
+    "core--progress_update": progressUpdateTool,
+    "core--search_memory": searchMemoryTool,
+    "core--add_memory": addMemoryTool,
+  };
+
+  logger.info("Tools have been formed");
+
+  let contextText = "";
+  let resources = [];
+  if (context) {
+    // Extract resources and remove from context
+    resources = context.resources || [];
+    delete context.resources;
+
+    // Process remaining context
+    contextText = flattenObject(context).join("\n");
+  }
+
+  const executionState: ExecutionState = {
+    query: message,
+    context: contextText,
+    resources,
+    previousHistory,
+    history: stepHistory, // Track the full ReAct history
+    completed: false,
+  };
+
+  const totalCost: TotalCost = { inputTokens: 0, outputTokens: 0, cost: 0 };
+
+  try {
+    while (!executionState.completed && guardLoop < 50) {
+      logger.info(`Starting the loop: ${guardLoop}`);
+
+      const { response: llmResponse } = await makeNextCall(
+        executionState,
+        tools,
+        totalCost,
+        guardLoop,
+      );
+
+      let toolCallInfo;
+
+      const messageState = {
+        inTag: false,
+        message: "",
+        messageEnded: false,
+        lastSent: "",
+      };
+
+      const questionState = {
+        inTag: false,
+        message: "",
+        messageEnded: false,
+        lastSent: "",
+      };
+
+      let totalMessage = "";
+      const toolCalls = [];
+
+      // LLM thought response
+      for await (const chunk of llmResponse) {
+        if (typeof chunk === "object" && chunk.type === "tool-call") {
+          toolCallInfo = chunk;
+          toolCalls.push(chunk);
+        }
+
+        totalMessage += chunk;
+
+        if (!messageState.messageEnded) {
+          yield* processTag(
+            messageState,
+            totalMessage,
+            chunk as string,
+            "<final_response>",
+            "</final_response>",
+            {
+              start: AgentMessageType.MESSAGE_START,
+              chunk: AgentMessageType.MESSAGE_CHUNK,
+              end: AgentMessageType.MESSAGE_END,
+            },
+          );
+        }
+
+        if (!questionState.messageEnded) {
+          yield* processTag(
+            questionState,
+            totalMessage,
+            chunk as string,
+            "<question_response>",
+            "</question_response>",
+            {
+              start: AgentMessageType.MESSAGE_START,
+              chunk: AgentMessageType.MESSAGE_CHUNK,
+              end: AgentMessageType.MESSAGE_END,
+            },
+          );
+        }
+      }
+
+      logger.info(`Cost for thought: ${JSON.stringify(totalCost)}`);
+
+      // Replace the error-handling block with this self-correcting implementation
+      if (
+        !totalMessage.includes("final_response") &&
+        !totalMessage.includes("question_response") &&
+        !toolCallInfo
+      ) {
+        // Log the issue for debugging
+        logger.info(
+          `Invalid response format detected. Attempting to get proper format.`,
+        );
+
+        // Extract the raw content from the invalid response
+        const rawContent = totalMessage
+          .replace(/(<[^>]*>|<\/[^>]*>)/g, "")
+          .trim();
+
+        // Create a correction step
+        const stepRecord: HistoryStep = {
+          thought: "",
+          skill: "",
+          skillId: "",
+          userMessage: "Sol agent error, retrying \n",
+          isQuestion: false,
+          isFinal: false,
+          tokenCount: totalCost,
+          skillInput: "",
+          observation: `Your last response was not in a valid format. You must respond with EXACTLY ONE of the required formats: either a tool call, <question_response> tags, or <final_response> tags. Please reformat your previous response using the correct format:\n\n${rawContent}`,
+        };
+
+        yield Message("", AgentMessageType.MESSAGE_START);
+        yield Message(
+          stepRecord.userMessage as string,
+          AgentMessageType.MESSAGE_CHUNK,
+        );
+        yield Message("", AgentMessageType.MESSAGE_END);
+
+        // Add this step to the history
+        yield Message(JSON.stringify(stepRecord), AgentMessageType.STEP);
+        executionState.history.push(stepRecord);
+
+        // Log that we're continuing the loop with a correction request
+        logger.info(`Added format correction request to history.`);
+
+        // Don't mark as completed - let the loop continue
+        guardLoop++; // Still increment to prevent infinite loops
+        continue;
+      }
+
+      // Record this step in history
+      const stepRecord: HistoryStep = {
+        thought: "",
+        skill: "",
+        skillId: "",
+        userMessage: "",
+        isQuestion: false,
+        isFinal: false,
+        tokenCount: totalCost,
+        skillInput: "",
+      };
+
+      if (totalMessage && totalMessage.includes("final_response")) {
+        executionState.completed = true;
+        stepRecord.isFinal = true;
+        stepRecord.userMessage = messageState.message;
+        stepRecord.finalTokenCount = totalCost;
+        stepRecord.skillStatus = ActionStatusEnum.SUCCESS;
+        yield Message(JSON.stringify(stepRecord), AgentMessageType.STEP);
+        executionState.history.push(stepRecord);
+        break;
+      }
+
+      if (totalMessage && totalMessage.includes("question_response")) {
+        executionState.completed = true;
+        stepRecord.isQuestion = true;
+        stepRecord.userMessage = questionState.message;
+        stepRecord.finalTokenCount = totalCost;
+        stepRecord.skillStatus = ActionStatusEnum.QUESTION;
+        yield Message(JSON.stringify(stepRecord), AgentMessageType.STEP);
+        executionState.history.push(stepRecord);
+        break;
+      }
+
+      if (toolCalls && toolCalls.length > 0) {
+        // Run all tool calls in parallel
+        for (const toolCallInfo of toolCalls) {
+          const skillName = toolCallInfo.toolName;
+          const skillId = toolCallInfo.toolCallId;
+          const skillInput = toolCallInfo.args;
+
+          const toolName = skillName.split("--")[1];
+          const agent = skillName.split("--")[0];
+
+          const stepRecord: HistoryStep = {
+            agent,
+            thought: "",
+            skill: skillName,
+            skillId,
+            userMessage: "",
+            isQuestion: false,
+            isFinal: false,
+            tokenCount: totalCost,
+            skillInput: JSON.stringify(skillInput),
+          };
+
+          if (!internalTools.includes(skillName)) {
+            const skillMessageToSend = `\n<skill id="${skillId}" name="${toolName}" agent="${agent}"></skill>\n`;
+
+            stepRecord.userMessage += skillMessageToSend;
+
+            yield Message("", AgentMessageType.MESSAGE_START);
+            yield Message(skillMessageToSend, AgentMessageType.MESSAGE_CHUNK);
+            yield Message("", AgentMessageType.MESSAGE_END);
+          }
+
+          let result;
+          try {
+            // Log skill execution details
+            logger.info(`Executing skill: ${skillName}`);
+            logger.info(`Input parameters: ${JSON.stringify(skillInput)}`);
+
+            if (!internalTools.includes(toolName)) {
+              yield Message(
+                JSON.stringify({ skillId, status: "start" }),
+                AgentMessageType.SKILL_START,
+              );
+            }
+
+            // Handle CORE agent tools
+            if (agent === "core") {
+              if (toolName === "progress_update") {
+                yield Message("", AgentMessageType.MESSAGE_START);
+                yield Message(
+                  skillInput.message,
+                  AgentMessageType.MESSAGE_CHUNK,
+                );
+                stepRecord.userMessage += skillInput.message;
+                yield Message("", AgentMessageType.MESSAGE_END);
+                result = "Progress update sent successfully";
+              } else if (toolName === "search_memory") {
+                try {
+                  result = await searchMemory(skillInput);
+                } catch (apiError) {
+                  logger.error("Memory utils calls failed for search_memory", {
+                    apiError,
+                  });
+                  result =
+                    "Memory search failed - please check your memory configuration";
+                }
+              } else if (toolName === "add_memory") {
+                try {
+                  result = await addMemory(skillInput);
+                } catch (apiError) {
+                  logger.error("Memory utils calls failed for add_memory", {
+                    apiError,
+                  });
+                  result =
+                    "Memory storage failed - please check your memory configuration";
+                }
+              }
+            }
+            // Handle other MCP tools
+            else {
+              result = await mcp.callTool(skillName, skillInput);
+
+              yield Message(
+                JSON.stringify({ result, skillId }),
+                AgentMessageType.SKILL_CHUNK,
+              );
+            }
+
+            yield Message(
+              JSON.stringify({ skillId, status: "end" }),
+              AgentMessageType.SKILL_END,
+            );
+
+            stepRecord.skillOutput =
+              typeof result === "object"
+                ? JSON.stringify(result, null, 2)
+                : result;
+            stepRecord.observation = stepRecord.skillOutput;
+          } catch (e) {
+            console.log(e);
+            logger.error(e as string);
+            stepRecord.skillInput = skillInput;
+            stepRecord.observation = JSON.stringify(e);
+            stepRecord.isError = true;
+          }
+
+          logger.info(`Skill step: ${JSON.stringify(stepRecord)}`);
+
+          yield Message(JSON.stringify(stepRecord), AgentMessageType.STEP);
+          executionState.history.push(stepRecord);
+        }
+      }
+      guardLoop++;
+    }
+    yield Message("Stream ended", AgentMessageType.STREAM_END);
+  } catch (e) {
+    logger.error(e as string);
+    yield Message((e as Error).message, AgentMessageType.ERROR);
+    yield Message("Stream ended", AgentMessageType.STREAM_END);
+  }
+}
diff --git a/apps/webapp/app/trigger/chat/chat.ts b/apps/webapp/app/trigger/chat/chat.ts
new file mode 100644
index 0000000..d05bf26
--- /dev/null
+++ b/apps/webapp/app/trigger/chat/chat.ts
@@ -0,0 +1,136 @@
+import { ActionStatusEnum } from "@core/types";
+import { metadata, task, queue } from "@trigger.dev/sdk";
+
+import { run } from "./chat-utils";
+import { MCP } from "../utils/mcp";
+import { type HistoryStep } from "../utils/types";
+import {
+  createConversationHistoryForAgent,
+  deletePersonalAccessToken,
+  getPreviousExecutionHistory,
+  init,
+  type RunChatPayload,
+  updateConversationHistoryMessage,
+  updateConversationStatus,
+  updateExecutionStep,
+} from "../utils/utils";
+
+const chatQueue = queue({
+  name: "chat-queue",
+  concurrencyLimit: 10,
+});
+
+/**
+ * Main chat task that orchestrates the agent workflow
+ * Handles conversation context, agent selection, and LLM interactions
+ */
+export const chat = task({
+  id: "chat",
+  maxDuration: 3000,
+  queue: chatQueue,
+  init,
+  run: async (payload: RunChatPayload, { init }) => {
+    await updateConversationStatus("running", payload.conversationId);
+
+    try {
+      let creditForChat = 0;
+
+      const { previousHistory, ...otherData } = payload.context;
+
+      // Initialise mcp
+      const mcp = new MCP();
+      await mcp.init();
+
+      // Prepare context with additional metadata
+      const context = {
+        // Currently this is assuming we only have one page in context
+        context: {
+          ...(otherData.page && otherData.page.length > 0
+            ? { page: otherData.page[0] }
+            : {}),
+        },
+        workpsaceId: init?.conversation.workspaceId,
+        resources: otherData.resources,
+        todayDate: new Date().toISOString(),
+      };
+
+      // Extract user's goal from conversation history
+      const message = init?.conversationHistory?.message;
+      // Retrieve execution history from previous interactions
+      const previousExecutionHistory = getPreviousExecutionHistory(
+        previousHistory ?? [],
+      );
+
+      let agentUserMessage = "";
+      let agentConversationHistory;
+      let stepHistory: HistoryStep[] = [];
+      // Prepare conversation history in agent-compatible format
+      agentConversationHistory = await createConversationHistoryForAgent(
+        payload.conversationId,
+      );
+
+      const llmResponse = run(
+        message as string,
+        context,
+        previousExecutionHistory,
+        mcp,
+        stepHistory,
+      );
+
+      const stream = await metadata.stream("messages", llmResponse);
+
+      let conversationStatus = "success";
+      for await (const step of stream) {
+        if (step.type === "STEP") {
+          creditForChat += 1;
+          const stepDetails = JSON.parse(step.message as string);
+
+          if (stepDetails.skillStatus === ActionStatusEnum.TOOL_REQUEST) {
+            conversationStatus = "need_approval";
+          }
+
+          if (stepDetails.skillStatus === ActionStatusEnum.QUESTION) {
+            conversationStatus = "need_attention";
+          }
+
+          await updateExecutionStep(
+            { ...stepDetails },
+            agentConversationHistory.id,
+          );
+
+          agentUserMessage += stepDetails.userMessage;
+
+          await updateConversationHistoryMessage(
+            agentUserMessage,
+            agentConversationHistory.id,
+          );
+        } else if (step.type === "STREAM_END") {
+          break;
+        }
+      }
+
+      await updateConversationStatus(
+        conversationStatus,
+        payload.conversationId,
+      );
+
+      // await addToMemory(
+      //   init.conversation.id,
+      //   message,
+      //   agentUserMessage,
+      //   init.preferences,
+      //   init.userName,
+      // );
+
+      if (init?.tokenId) {
+        await deletePersonalAccessToken(init.tokenId);
+      }
+    } catch (e) {
+      await updateConversationStatus("failed", payload.conversationId);
+      if (init?.tokenId) {
+        await deletePersonalAccessToken(init.tokenId);
+      }
+      throw new Error(e as string);
+    }
+  },
+});
diff --git a/apps/webapp/app/trigger/chat/memory-utils.ts b/apps/webapp/app/trigger/chat/memory-utils.ts
new file mode 100644
index 0000000..e99b692
--- /dev/null
+++ b/apps/webapp/app/trigger/chat/memory-utils.ts
@@ -0,0 +1,50 @@
+import { logger } from "@trigger.dev/sdk/v3";
+import axios from "axios";
+
+// Memory API functions using axios interceptor
+export interface SearchMemoryParams {
+  query: string;
+  validAt?: string;
+  startTime?: string;
+  endTime?: string;
+}
+
+export interface AddMemoryParams {
+  message: string;
+  referenceTime?: string;
+  source?: string;
+  spaceId?: string;
+  sessionId?: string;
+  metadata?: any;
+}
+
+export const searchMemory = async (params: SearchMemoryParams) => {
+  try {
+    const response = await axios.post("https://core::memory/search", params);
+    return response.data;
+  } catch (error) {
+    logger.error("Memory search failed", { error, params });
+    return { error: "Memory search failed" };
+  }
+};
+
+export const addMemory = async (params: AddMemoryParams) => {
+  try {
+    // Set defaults for required fields
+    const memoryInput = {
+      ...params,
+      episodeBody: params.message,
+      referenceTime: params.referenceTime || new Date().toISOString(),
+      source: params.source || "CORE",
+    };
+
+    const response = await axios.post(
+      "https://core::memory/ingest",
+      memoryInput,
+    );
+    return response.data;
+  } catch (error) {
+    logger.error("Memory storage failed", { error, params });
+    return { error: "Memory storage failed" };
+  }
+};
diff --git a/apps/webapp/app/trigger/chat/prompt.ts b/apps/webapp/app/trigger/chat/prompt.ts
new file mode 100644
index 0000000..75e694b
--- /dev/null
+++ b/apps/webapp/app/trigger/chat/prompt.ts
@@ -0,0 +1,131 @@
+export const REACT_SYSTEM_PROMPT = `
+You are a helpful AI assistant with access to user memory. Your primary capabilities are:
+
+1. **Memory-First Approach**: Always check user memory first to understand context and previous interactions
+2. **Memory Management**: Help users store, retrieve, and organize information in their memory
+3. **Contextual Assistance**: Use memory to provide personalized and contextual responses
+
+<context>
+{{CONTEXT}}
+</context>
+
+<memory>
+- Always check memory FIRST using core--search_memory before any other actions
+- Consider this your highest priority for EVERY interaction - as essential as breathing
+- Make memory checking your first tool call before any other operations
+
+QUERY FORMATION:
+- Write specific factual statements as queries (e.g., "user email address" not "what is the user's email?")
+- Create multiple targeted memory queries for complex requests
+
+KEY QUERY AREAS:
+- Personal context: user name, location, identity, work context
+- Project context: repositories, codebases, current work, team members
+- Task context: recent tasks, ongoing projects, deadlines, priorities
+- Integration context: GitHub repos, Slack channels, Linear projects, connected services
+- Communication patterns: email preferences, notification settings, workflow automation
+- Technical context: coding languages, frameworks, development environment
+- Collaboration context: team members, project stakeholders, meeting patterns
+- Preferences: likes, dislikes, communication style, tool preferences
+- History: previous discussions, past requests, completed work, recurring issues
+- Automation rules: user-defined workflows, triggers, automation preferences
+
+MEMORY USAGE:
+- Execute multiple memory queries in parallel rather than sequentially
+- Batch related memory queries when possible
+- Prioritize recent information over older memories
+- Create comprehensive context-aware queries based on user message/activity content
+- Extract and query SEMANTIC CONTENT, not just structural metadata
+- Parse titles, descriptions, and content for actual subject matter keywords
+- Search internal SOL tasks/conversations that may relate to the same topics
+- Query ALL relatable concepts, not just direct keywords or IDs
+- Search for similar past situations, patterns, and related work
+- Include synonyms, related terms, and contextual concepts in queries  
+- Query user's historical approach to similar requests or activities
+- Search for connected projects, tasks, conversations, and collaborations
+- Retrieve workflow patterns and past decision-making context
+- Query broader domain context beyond immediate request scope
+- Remember: SOL tracks work that external tools don't - search internal content thoroughly
+- Blend memory insights naturally into responses
+- Verify you've checked relevant memory before finalizing ANY response
+
+If memory access is unavailable, rely only on the current conversation or ask user
+</memory>
+
+<tool_calling>
+You have tools at your disposal to assist users:
+
+CORE PRINCIPLES:
+- Use tools only when necessary for the task at hand
+- Always check memory FIRST before making other tool calls
+- Execute multiple operations in parallel whenever possible
+- Use sequential calls only when output of one is required for input of another
+
+PARAMETER HANDLING:
+- Follow tool schemas exactly with all required parameters
+- Only use values that are:
+  • Explicitly provided by the user (use EXACTLY as given)
+  • Reasonably inferred from context
+  • Retrieved from memory or prior tool calls
+- Never make up values for required parameters
+- Omit optional parameters unless clearly needed
+- Analyze user's descriptive terms for parameter clues
+
+TOOL SELECTION:
+- Never call tools not provided in this conversation
+- Skip tool calls for general questions you can answer directly
+- For identical operations on multiple items, use parallel tool calls
+- Default to parallel execution (3-5× faster than sequential calls)
+- You can always access external service tools by loading them with load_mcp first
+
+TOOL MENTION HANDLING:
+When user message contains <mention data-id="tool_name" data-label="tool"></mention>:
+- Extract tool_name from data-id attribute
+- First check if it's a built-in tool; if not, check EXTERNAL SERVICES TOOLS
+- If available: Load it with load_mcp and focus on addressing the request with this tool
+- If unavailable: Inform user and suggest alternatives if possible
+- For multiple tool mentions: Load all applicable tools in a single load_mcp call
+
+ERROR HANDLING:
+- If a tool returns an error, try fixing parameters before retrying
+- If you can't resolve an error, explain the issue to the user
+- Consider alternative tools when primary tools are unavailable
+</tool_calling>
+
+<communication>
+Use EXACTLY ONE of these formats for all user-facing communication:
+
+PROGRESS UPDATES - During processing:
+- Use the core--progress_update tool to keep users informed
+- Update users about what you're discovering or doing next
+- Keep messages clear and user-friendly
+- Avoid technical jargon
+
+QUESTIONS - When you need information:
+<question_response>
+<p>[Your question with HTML formatting]</p>
+</question_response>
+
+- Ask questions only when you cannot find information through memory or tools
+- Be specific about what you need to know
+- Provide context for why you're asking
+
+FINAL ANSWERS - When completing tasks:
+<final_response>
+<p>[Your answer with HTML formatting]</p>
+</final_response>
+
+CRITICAL:
+- Use ONE format per turn
+- Apply proper HTML formatting (<h1>, <h2>, <p>, <ul>, <li>, etc.)
+- Never mix communication formats
+- Keep responses clear and helpful
+</communication>
+`;
+
+export const REACT_USER_PROMPT = `
+Here is the user message:
+<user_message>
+{{USER_MESSAGE}}
+</user_message>
+`;
diff --git a/apps/webapp/app/trigger/chat/stream-utils.ts b/apps/webapp/app/trigger/chat/stream-utils.ts
new file mode 100644
index 0000000..f9773e4
--- /dev/null
+++ b/apps/webapp/app/trigger/chat/stream-utils.ts
@@ -0,0 +1,264 @@
+import fs from "fs";
+import path from "node:path";
+
+import { anthropic } from "@ai-sdk/anthropic";
+import { google } from "@ai-sdk/google";
+import { openai } from "@ai-sdk/openai";
+import { logger } from "@trigger.dev/sdk/v3";
+import {
+  type CoreMessage,
+  type LanguageModelV1,
+  streamText,
+  type ToolSet,
+} from "ai";
+import { createOllama } from "ollama-ai-provider";
+
+import { type AgentMessageType, Message } from "./types";
+
+interface State {
+  inTag: boolean;
+  messageEnded: boolean;
+  message: string;
+  lastSent: string;
+}
+
+export interface ExecutionState {
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  agentFlow: any;
+  userMessage: string;
+  message: string;
+}
+
+export async function* processTag(
+  state: State,
+  totalMessage: string,
+  chunk: string,
+  startTag: string,
+  endTag: string,
+  states: { start: string; chunk: string; end: string },
+  extraParams: Record<string, string> = {},
+) {
+  let comingFromStart = false;
+
+  if (!state.messageEnded) {
+    if (!state.inTag) {
+      const startIndex = totalMessage.indexOf(startTag);
+      if (startIndex !== -1) {
+        state.inTag = true;
+        // Send MESSAGE_START when we first enter the tag
+        yield Message("", states.start as AgentMessageType, extraParams);
+        const chunkToSend = totalMessage.slice(startIndex + startTag.length);
+        state.message += chunkToSend;
+        comingFromStart = true;
+      }
+    }
+
+    if (state.inTag) {
+      // Check if chunk contains end tag
+      const hasEndTag = chunk.includes(endTag);
+      const hasStartTag = chunk.includes(startTag);
+      const hasClosingTag = chunk.includes("</");
+
+      if (hasClosingTag && !hasStartTag && !hasEndTag) {
+        // If chunk only has </ but not the full end tag, accumulate it
+        state.message += chunk;
+      } else if (hasEndTag || (!hasEndTag && !hasClosingTag)) {
+        let currentMessage = comingFromStart
+          ? state.message
+          : state.message + chunk;
+
+        const endIndex = currentMessage.indexOf(endTag);
+
+        if (endIndex !== -1) {
+          // For the final chunk before the end tag
+          currentMessage = currentMessage.slice(0, endIndex).trim();
+          const messageToSend = currentMessage.slice(
+            currentMessage.indexOf(state.lastSent) + state.lastSent.length,
+          );
+
+          if (messageToSend) {
+            yield Message(
+              messageToSend,
+              states.chunk as AgentMessageType,
+              extraParams,
+            );
+          }
+          // Send MESSAGE_END when we reach the end tag
+          yield Message("", states.end as AgentMessageType, extraParams);
+
+          state.message = currentMessage;
+          state.messageEnded = true;
+        } else {
+          const diff = currentMessage.slice(
+            currentMessage.indexOf(state.lastSent) + state.lastSent.length,
+          );
+
+          // For chunks in between start and end
+          const messageToSend = comingFromStart ? state.message : diff;
+
+          if (messageToSend) {
+            state.lastSent = messageToSend;
+            yield Message(
+              messageToSend,
+              states.chunk as AgentMessageType,
+              extraParams,
+            );
+          }
+        }
+
+        state.message = currentMessage;
+        state.lastSent = state.message;
+      } else {
+        state.message += chunk;
+      }
+    }
+  }
+}
+
+export async function* generate(
+  messages: CoreMessage[],
+  isProgressUpdate: boolean = false,
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  onFinish?: (event: any) => void,
+  tools?: ToolSet,
+  system?: string,
+  model?: string,
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+): AsyncGenerator<
+  | string
+  | {
+      type: string;
+      toolName: string;
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      args?: any;
+      toolCallId?: string;
+      message?: string;
+    }
+> {
+  // Check for API keys
+  const anthropicKey = process.env.ANTHROPIC_API_KEY;
+  const googleKey = process.env.GOOGLE_GENERATIVE_AI_API_KEY;
+  const openaiKey = process.env.OPENAI_API_KEY;
+  let ollamaUrl = process.env.OLLAMA_URL;
+  model = model || process.env.MODEL;
+
+  let modelInstance;
+  let modelTemperature = Number(process.env.MODEL_TEMPERATURE) || 1;
+  ollamaUrl = undefined;
+
+  // First check if Ollama URL exists and use Ollama
+  if (ollamaUrl) {
+    const ollama = createOllama({
+      baseURL: ollamaUrl,
+    });
+    modelInstance = ollama(model || "llama2"); // Default to llama2 if no model specified
+  } else {
+    // If no Ollama, check other models
+    switch (model) {
+      case "claude-3-7-sonnet-20250219":
+      case "claude-3-opus-20240229":
+      case "claude-3-5-haiku-20241022":
+        if (!anthropicKey) {
+          throw new Error("No Anthropic API key found. Set ANTHROPIC_API_KEY");
+        }
+        modelInstance = anthropic(model);
+        modelTemperature = 0.5;
+        break;
+
+      case "gemini-2.5-flash-preview-04-17":
+      case "gemini-2.5-pro-preview-03-25":
+      case "gemini-2.0-flash":
+      case "gemini-2.0-flash-lite":
+        if (!googleKey) {
+          throw new Error("No Google API key found. Set GOOGLE_API_KEY");
+        }
+        modelInstance = google(model);
+        break;
+
+      case "gpt-4.1-2025-04-14":
+      case "gpt-4.1-mini-2025-04-14":
+      case "gpt-4.1-nano-2025-04-14":
+        if (!openaiKey) {
+          throw new Error("No OpenAI API key found. Set OPENAI_API_KEY");
+        }
+        modelInstance = openai(model);
+        break;
+
+      default:
+        break;
+    }
+  }
+
+  logger.info("starting stream");
+  // Try Anthropic next if key exists
+  if (modelInstance) {
+    try {
+      const { textStream, fullStream } = streamText({
+        model: modelInstance as LanguageModelV1,
+        messages,
+        temperature: modelTemperature,
+        maxSteps: 10,
+        tools,
+        ...(isProgressUpdate
+          ? { toolChoice: { type: "tool", toolName: "core--progress_update" } }
+          : {}),
+        toolCallStreaming: true,
+        onFinish,
+        ...(system ? { system } : {}),
+      });
+
+      for await (const chunk of textStream) {
+        yield chunk;
+      }
+
+      for await (const fullChunk of fullStream) {
+        if (fullChunk.type === "tool-call") {
+          yield {
+            type: "tool-call",
+            toolName: fullChunk.toolName,
+            toolCallId: fullChunk.toolCallId,
+            args: fullChunk.args,
+          };
+        }
+
+        if (fullChunk.type === "error") {
+          // Log the error to a file
+          const errorLogsDir = path.join(__dirname, "../../../../logs/errors");
+
+          // Ensure the directory exists
+          try {
+            if (!fs.existsSync(errorLogsDir)) {
+              fs.mkdirSync(errorLogsDir, { recursive: true });
+            }
+
+            // Create a timestamped error log file
+            const timestamp = new Date().toISOString().replace(/:/g, "-");
+            const errorLogPath = path.join(
+              errorLogsDir,
+              `llm-error-${timestamp}.json`,
+            );
+
+            // Write the error to the file
+            fs.writeFileSync(
+              errorLogPath,
+              JSON.stringify({
+                timestamp: new Date().toISOString(),
+                error: fullChunk.error,
+              }),
+            );
+
+            logger.error(`LLM error logged to ${errorLogPath}`);
+          } catch (err) {
+            logger.error(`Failed to log LLM error: ${err}`);
+          }
+        }
+      }
+      return;
+    } catch (e) {
+      console.log(e);
+      logger.error(e as string);
+    }
+  }
+
+  throw new Error("No valid LLM configuration found");
+}
diff --git a/apps/webapp/app/trigger/chat/types.ts b/apps/webapp/app/trigger/chat/types.ts
new file mode 100644
index 0000000..61c2342
--- /dev/null
+++ b/apps/webapp/app/trigger/chat/types.ts
@@ -0,0 +1,46 @@
+export interface AgentStep {
+  agent: string;
+  goal: string;
+  reasoning: string;
+}
+
+export enum AgentMessageType {
+  STREAM_START = 'STREAM_START',
+  STREAM_END = 'STREAM_END',
+
+  // Used in ReACT based prompting
+  THOUGHT_START = 'THOUGHT_START',
+  THOUGHT_CHUNK = 'THOUGHT_CHUNK',
+  THOUGHT_END = 'THOUGHT_END',
+
+  // Message types
+  MESSAGE_START = 'MESSAGE_START',
+  MESSAGE_CHUNK = 'MESSAGE_CHUNK',
+  MESSAGE_END = 'MESSAGE_END',
+
+  // This is used to return action input
+  SKILL_START = 'SKILL_START',
+  SKILL_CHUNK = 'SKILL_CHUNK',
+  SKILL_END = 'SKILL_END',
+
+  STEP = 'STEP',
+  ERROR = 'ERROR',
+}
+
+export interface AgentMessage {
+  message?: string;
+  type: AgentMessageType;
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  metadata: Record<string, any>;
+}
+
+export const Message = (
+  message: string,
+  type: AgentMessageType,
+  extraParams: Record<string, string> = {},
+): AgentMessage => {
+  // For all message types, we use the message field
+  // The type field differentiates how the message should be interpreted
+  // For STEP and SKILL types, the message can contain JSON data as a string
+  return { message, type, metadata: extraParams };
+};
diff --git a/apps/webapp/app/trigger/conversation/create-conversation-title.ts b/apps/webapp/app/trigger/conversation/create-conversation-title.ts
new file mode 100644
index 0000000..ed66966
--- /dev/null
+++ b/apps/webapp/app/trigger/conversation/create-conversation-title.ts
@@ -0,0 +1,62 @@
+import { PrismaClient } from "@prisma/client";
+import { LLMMappings } from "@core/types";
+import { logger, task } from "@trigger.dev/sdk/v3";
+import { generate } from "../chat/stream-utils";
+import { conversationTitlePrompt } from "./prompt";
+
+const prisma = new PrismaClient();
+export const createConversationTitle = task({
+  id: "create-conversation-title",
+  run: async (payload: { conversationId: string; message: string }) => {
+    let conversationTitleResponse = "";
+    const gen = generate(
+      [
+        {
+          role: "user",
+          content: conversationTitlePrompt.replace(
+            "{{message}}",
+            payload.message,
+          ),
+        },
+      ],
+      false,
+      () => {},
+      undefined,
+      "",
+      LLMMappings.CLAUDESONNET,
+    );
+
+    for await (const chunk of gen) {
+      if (typeof chunk === "string") {
+        conversationTitleResponse += chunk;
+      } else if (chunk && typeof chunk === "object" && chunk.message) {
+        conversationTitleResponse += chunk.message;
+      }
+    }
+
+    const outputMatch = conversationTitleResponse.match(
+      /<output>(.*?)<\/output>/s,
+    );
+
+    logger.info(`Conversation title data: ${JSON.stringify(outputMatch)}`);
+
+    if (!outputMatch) {
+      logger.error("No output found in recurrence response");
+      throw new Error("Invalid response format from AI");
+    }
+
+    const jsonStr = outputMatch[1].trim();
+    const conversationTitleData = JSON.parse(jsonStr);
+
+    if (conversationTitleData) {
+      await prisma.conversation.update({
+        where: {
+          id: payload.conversationId,
+        },
+        data: {
+          title: conversationTitleData.title,
+        },
+      });
+    }
+  },
+});
diff --git a/apps/webapp/app/trigger/conversation/prompt.ts b/apps/webapp/app/trigger/conversation/prompt.ts
new file mode 100644
index 0000000..f5a7e98
--- /dev/null
+++ b/apps/webapp/app/trigger/conversation/prompt.ts
@@ -0,0 +1,28 @@
+export const conversationTitlePrompt = `You are an AI assistant specialized in generating concise and informative conversation titles. Your task is to analyze the given message and context to create an appropriate title.
+
+Here is the message:
+<message>
+{{message}}
+</message>
+
+Please follow these steps:
+   - Extract the core topic/intent from the message
+   - Create a clear, concise title
+   - Focus on the main subject or action
+   - Avoid unnecessary words
+   - Maximum length: 60 characters
+
+Before providing output, analyze in <title_analysis> tags:
+- Key elements from message
+- Main topic/action
+- Relevant actors/context
+- Your title formation process
+
+Provide final output in this format:
+<output>
+{
+  "title": "Your generated title"
+}
+</output>
+
+If message is empty or contains no meaningful content, return {"title": "New Conversation"}`;
diff --git a/apps/webapp/app/trigger/integrations/integration-run-schedule.ts b/apps/webapp/app/trigger/integrations/integration-run-schedule.ts
new file mode 100644
index 0000000..c2fb7a9
--- /dev/null
+++ b/apps/webapp/app/trigger/integrations/integration-run-schedule.ts
@@ -0,0 +1,38 @@
+// import { PrismaClient } from "@prisma/client";
+// import { IntegrationPayloadEventType } from "@core/types";
+// import { logger, schedules, tasks } from "@trigger.dev/sdk/v3";
+
+// import { integrationRun } from "./integration-run";
+
+// const prisma = new PrismaClient();
+
+// export const integrationRunSchedule = schedules.task({
+//   id: "integration-run-schedule",
+//   run: async (payload) => {
+//     const { externalId } = payload;
+//     const integrationAccount = await prisma.integrationAccount.findUnique({
+//       where: { id: externalId },
+//       include: {
+//         integrationDefinition: true,
+//         workspace: true,
+//       },
+//     });
+
+//     if (!integrationAccount) {
+//       const deletedSchedule = await schedules.del(externalId);
+//       logger.info("Deleting schedule as integration account is not there");
+//       return deletedSchedule;
+//     }
+
+//     const pat = await prisma.personalAccessToken.findFirst({
+//       where: { userId: integrationAccount.workspace.userId, name: "default" },
+//     });
+
+//     return await tasks.trigger<typeof integrationRun>("integration-run", {
+//       event: IntegrationPayloadEventType.SCHEDULED_SYNC,
+//       pat: pat.token,
+//       integrationAccount,
+//       integrationDefinition: integrationAccount.integrationDefinition,
+//     });
+//   },
+// });
diff --git a/apps/webapp/app/trigger/integrations/integration-run.ts b/apps/webapp/app/trigger/integrations/integration-run.ts
new file mode 100644
index 0000000..e3b49e0
--- /dev/null
+++ b/apps/webapp/app/trigger/integrations/integration-run.ts
@@ -0,0 +1,87 @@
+// import createLoadRemoteModule, {
+//   createRequires,
+// } from "@paciolan/remote-module-loader";
+
+// import { logger, task } from "@trigger.dev/sdk/v3";
+// import axios from "axios";
+
+// const fetcher = async (url: string) => {
+//   // Handle remote URLs with axios
+//   const response = await axios.get(url);
+
+//   return response.data;
+// };
+
+// // eslint-disable-next-line @typescript-eslint/no-explicit-any
+// const loadRemoteModule = async (requires: any) =>
+//   createLoadRemoteModule({ fetcher, requires });
+
+// function createAxiosInstance(token: string) {
+//   const instance = axios.create();
+
+//   instance.interceptors.request.use((config) => {
+//     // Check if URL starts with /api and doesn't have a full host
+//     if (config.url?.startsWith("/api")) {
+//       config.url = `${process.env.BACKEND_HOST}${config.url.replace("/api/", "/")}`;
+//     }
+
+//     if (
+//       config.url.includes(process.env.FRONTEND_HOST) ||
+//       config.url.includes(process.env.BACKEND_HOST)
+//     ) {
+//       config.headers.Authorization = `Bearer ${token}`;
+//     }
+
+//     return config;
+//   });
+
+//   return instance;
+// }
+
+// // eslint-disable-next-line @typescript-eslint/no-explicit-any
+// const getRequires = (axios: any) => createRequires({ axios });
+
+// export const integrationRun = task({
+//   id: "integration-run",
+//   run: async ({
+//     pat,
+//     eventBody,
+//     integrationAccount,
+//     integrationDefinition,
+//     event,
+//   }: {
+//     pat: string;
+//     // This is the event you want to pass to the integration
+//     // eslint-disable-next-line @typescript-eslint/no-explicit-any
+//     event: any;
+//     // eslint-disable-next-line @typescript-eslint/no-explicit-any
+//     eventBody?: any;
+//     integrationDefinition: IntegrationDefinition;
+//     integrationAccount?: IntegrationAccount;
+//   }) => {
+//     const remoteModuleLoad = await loadRemoteModule(
+//       getRequires(createAxiosInstance(pat)),
+//     );
+
+//     logger.info(
+//       `${integrationDefinition.url}/${integrationDefinition.version}/backend/index.js`,
+//     );
+
+//     const integrationFunction = await remoteModuleLoad(
+//       `${integrationDefinition.url}/${integrationDefinition.version}/backend/index.js`,
+//     );
+
+//     // const integrationFunction = await remoteModuleLoad(
+//     //   `${integrationDefinition.url}`,
+//     // );
+
+//     return await integrationFunction.run({
+//       integrationAccount,
+//       integrationDefinition,
+//       event,
+//       eventBody: {
+//         ...(eventBody ? eventBody : {}),
+//       },
+//     });
+//   },
+// });
diff --git a/apps/webapp/app/trigger/integrations/scheduler.ts b/apps/webapp/app/trigger/integrations/scheduler.ts
new file mode 100644
index 0000000..90b8eef
--- /dev/null
+++ b/apps/webapp/app/trigger/integrations/scheduler.ts
@@ -0,0 +1,64 @@
+// import { PrismaClient } from "@prisma/client";
+// import { logger, schedules, task } from "@trigger.dev/sdk/v3";
+
+// import { integrationRunSchedule } from "./integration-run-schedule";
+
+// const prisma = new PrismaClient();
+
+// export const scheduler = task({
+//   id: "scheduler",
+//   run: async (payload: { integrationAccountId: string }) => {
+//     const { integrationAccountId } = payload;
+
+//     const integrationAccount = await prisma.integrationAccount.findUnique({
+//       where: { id: integrationAccountId, deleted: null },
+//       include: {
+//         integrationDefinition: true,
+//         workspace: true,
+//       },
+//     });
+
+//     if (!integrationAccount) {
+//       logger.error("Integration account not found");
+//       return null;
+//     }
+
+//     if (!integrationAccount.workspace) {
+//       return null;
+//     }
+
+//     // eslint-disable-next-line @typescript-eslint/no-explicit-any
+//     const spec = integrationAccount.integrationDefinition.spec as any;
+
+//     if (spec.schedule && spec.schedule.frequency) {
+//       const createdSchedule = await schedules.create({
+//         // The id of the scheduled task you want to attach to.
+//         task: integrationRunSchedule.id,
+//         // The schedule in cron format.
+//         cron: spec.schedule.frequency,
+//         // eslint-disable-next-line @typescript-eslint/no-explicit-any
+//         timezone: (integrationAccount.workspace.preferences as any).timezone,
+//         // this is required, it prevents you from creating duplicate schedules. It will update the schedule if it already exists.
+//         deduplicationKey: integrationAccount.id,
+//         externalId: integrationAccount.id,
+//       });
+
+//       await prisma.integrationAccount.update({
+//         where: {
+//           id: integrationAccount.id,
+//         },
+//         data: {
+//           settings: {
+//             // eslint-disable-next-line @typescript-eslint/no-explicit-any
+//             ...(integrationAccount.settings as any),
+//             scheduleId: createdSchedule.id,
+//           },
+//         },
+//       });
+
+//       return createdSchedule;
+//     }
+
+//     return "No schedule for this task";
+//   },
+// });
diff --git a/apps/webapp/app/trigger/utils/mcp.ts b/apps/webapp/app/trigger/utils/mcp.ts
new file mode 100644
index 0000000..85d7ab4
--- /dev/null
+++ b/apps/webapp/app/trigger/utils/mcp.ts
@@ -0,0 +1,151 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */
+import { logger } from "@trigger.dev/sdk/v3";
+import { jsonSchema, tool, type ToolSet } from "ai";
+
+import { type MCPTool } from "./types";
+
+export class MCP {
+  private Client: any;
+  private clients: Record<string, any> = {};
+  private StdioTransport: any;
+
+  constructor() {}
+
+  public async init() {
+    this.Client = await MCP.importClient();
+    this.StdioTransport = await MCP.importStdioTransport();
+  }
+
+  private static async importClient() {
+    const { Client } = await import(
+      "@modelcontextprotocol/sdk/client/index.js"
+    );
+    return Client;
+  }
+
+  async load(agents: string[], mcpConfig: any) {
+    await Promise.all(
+      agents.map(async (agent) => {
+        const mcp = mcpConfig.mcpServers[agent];
+
+        return await this.connectToServer(agent, mcp.command, mcp.args, {
+          ...mcp.env,
+          DATABASE_URL: mcp.env?.DATABASE_URL ?? "",
+        });
+      }),
+    );
+  }
+
+  private static async importStdioTransport() {
+    const { StdioClientTransport } = await import("./stdio");
+    return StdioClientTransport;
+  }
+
+  async allTools(): Promise<ToolSet> {
+    const clientEntries = Object.entries(this.clients);
+
+    // Fetch all tools in parallel
+    const toolsArrays = await Promise.all(
+      clientEntries.map(async ([clientKey, client]) => {
+        try {
+          const { tools } = await client.listTools();
+          return tools.map(({ name, description, inputSchema }: any) => [
+            `${clientKey}--${name}`,
+            tool({
+              description,
+              parameters: jsonSchema(inputSchema),
+            }),
+          ]);
+        } catch (error) {
+          logger.error(`Error fetching tools for ${clientKey}:`, { error });
+          return [];
+        }
+      }),
+    );
+
+    // Flatten and convert to object
+    return Object.fromEntries(toolsArrays.flat());
+  }
+
+  async tools(): Promise<MCPTool[]> {
+    const allTools: MCPTool[] = [];
+
+    for (const clientKey in this.clients) {
+      const client = this.clients[clientKey];
+      const { tools: clientTools } = await client.listTools();
+
+      for (const tool of clientTools) {
+        // Add client prefix to tool name
+        tool.name = `${clientKey}--${tool.name}`;
+        allTools.push(tool);
+      }
+    }
+
+    return allTools;
+  }
+
+  async getTool(name: string) {
+    try {
+      const clientKey = name.split("--")[0];
+      const toolName = name.split("--")[1];
+      const client = this.clients[clientKey];
+      const { tools: clientTools } = await client.listTools();
+      const clientTool = clientTools.find((to: any) => to.name === toolName);
+
+      return JSON.stringify(clientTool);
+    } catch (e) {
+      logger.error((e as string) ?? "Getting tool failed");
+      throw new Error("Getting tool failed");
+    }
+  }
+
+  async callTool(name: string, parameters: any) {
+    const clientKey = name.split("--")[0];
+    const toolName = name.split("--")[1];
+
+    const client = this.clients[clientKey];
+
+    const response = await client.callTool({
+      name: toolName,
+      arguments: parameters,
+    });
+
+    return response;
+  }
+
+  async connectToServer(
+    name: string,
+    command: string,
+    args: string[],
+    env: any,
+  ) {
+    try {
+      const client = new this.Client(
+        {
+          name,
+          version: "1.0.0",
+        },
+        {
+          capabilities: {},
+        },
+      );
+
+      // Conf
+      // igure the transport for MCP server
+      const transport = new this.StdioTransport({
+        command,
+        args,
+        env,
+      });
+
+      // Connect to the MCP server
+      await client.connect(transport, { timeout: 60 * 1000 * 5 });
+      this.clients[name] = client;
+
+      logger.info(`Connected to ${name} MCP server`);
+    } catch (e) {
+      logger.error(`Failed to connect to ${name} MCP server: `, { e });
+      throw e;
+    }
+  }
+}
diff --git a/apps/webapp/app/trigger/utils/stdio.ts b/apps/webapp/app/trigger/utils/stdio.ts
new file mode 100644
index 0000000..bf4db1f
--- /dev/null
+++ b/apps/webapp/app/trigger/utils/stdio.ts
@@ -0,0 +1,256 @@
+import { type ChildProcess, type IOType } from "node:child_process";
+import process from "node:process";
+import { type Stream } from "node:stream";
+
+import { type Transport } from "@modelcontextprotocol/sdk/shared/transport";
+import {
+  type JSONRPCMessage,
+  JSONRPCMessageSchema,
+} from "@modelcontextprotocol/sdk/types.js";
+import { execa } from "execa";
+
+/**
+ * Buffers a continuous stdio stream into discrete JSON-RPC messages.
+ */
+export class ReadBuffer {
+  private _buffer?: Buffer;
+
+  append(chunk: Buffer): void {
+    this._buffer = this._buffer ? Buffer.concat([this._buffer, chunk]) : chunk;
+  }
+
+  readMessage(): JSONRPCMessage | null {
+    if (!this._buffer) {
+      return null;
+    }
+
+    const index = this._buffer.indexOf("\n");
+    if (index === -1) {
+      return null;
+    }
+
+    const line = this._buffer.toString("utf8", 0, index).replace(/\r$/, "");
+    this._buffer = this._buffer.subarray(index + 1);
+    return deserializeMessage(line);
+  }
+
+  clear(): void {
+    this._buffer = undefined;
+  }
+}
+
+export function deserializeMessage(line: string): JSONRPCMessage {
+  return JSONRPCMessageSchema.parse(JSON.parse(line));
+}
+
+export function serializeMessage(message: JSONRPCMessage): string {
+  return `${JSON.stringify(message)}\n`;
+}
+
+export interface StdioServerParameters {
+  /**
+   * The executable to run to start the server.
+   */
+  command: string;
+
+  /**
+   * Command line arguments to pass to the executable.
+   */
+  args?: string[];
+
+  /**
+   * The environment to use when spawning the process.
+   *
+   * If not specified, the result of getDefaultEnvironment() will be used.
+   */
+  env?: Record<string, string>;
+
+  /**
+   * How to handle stderr of the child process. This matches the semantics of Node's `child_process.spawn`.
+   *
+   * The default is "inherit", meaning messages to stderr will be printed to the parent process's stderr.
+   */
+  stderr?: IOType | Stream | number;
+
+  /**
+   * The working directory to use when spawning the process.
+   *
+   * If not specified, the current working directory will be inherited.
+   */
+  cwd?: string;
+}
+
+/**
+ * Environment variables to inherit by default, if an environment is not explicitly given.
+ */
+export const DEFAULT_INHERITED_ENV_VARS =
+  process.platform === "win32"
+    ? [
+        "APPDATA",
+        "HOMEDRIVE",
+        "HOMEPATH",
+        "LOCALAPPDATA",
+        "PATH",
+        "PROCESSOR_ARCHITECTURE",
+        "SYSTEMDRIVE",
+        "SYSTEMROOT",
+        "TEMP",
+        "USERNAME",
+        "USERPROFILE",
+      ]
+    : /* list inspired by the default env inheritance of sudo */
+      ["HOME", "LOGNAME", "PATH", "SHELL", "TERM", "USER"];
+
+/**
+ * Returns a default environment object including only environment variables deemed safe to inherit.
+ */
+export function getDefaultEnvironment(): Record<string, string> {
+  const env: Record<string, string> = {};
+
+  for (const key of DEFAULT_INHERITED_ENV_VARS) {
+    const value = process.env[key];
+    if (value === undefined) {
+      continue;
+    }
+
+    if (value.startsWith("()")) {
+      // Skip functions, which are a security risk.
+      continue;
+    }
+
+    env[key] = value;
+  }
+
+  return env;
+}
+
+/**
+ * Client transport for stdio: this will connect to a server by spawning a process and communicating with it over stdin/stdout.
+ *
+ * This transport is only available in Node.js environments.
+ */
+export class StdioClientTransport implements Transport {
+  private _process?: ChildProcess;
+  private _abortController: AbortController = new AbortController();
+  private _readBuffer: ReadBuffer = new ReadBuffer();
+  private _serverParams: StdioServerParameters;
+
+  onclose?: () => void;
+  onerror?: (error: Error) => void;
+  onmessage?: (message: JSONRPCMessage) => void;
+
+  constructor(server: StdioServerParameters) {
+    this._serverParams = server;
+  }
+
+  /**
+   * Starts the server process and prepares to communicate with it.
+   */
+  async start(): Promise<void> {
+    if (this._process) {
+      throw new Error(
+        "StdioClientTransport already started! If using Client class, note that connect() calls start() automatically.",
+      );
+    }
+
+    return new Promise((resolve, reject) => {
+      this._process = execa(
+        this._serverParams.command,
+        this._serverParams.args ?? [],
+        {
+          env: this._serverParams.env ?? getDefaultEnvironment(),
+          stderr: "inherit",
+          shell: "/bin/sh",
+          windowsHide: process.platform === "win32" && isElectron(),
+          cwd: this._serverParams.cwd,
+          cancelSignal: this._abortController.signal,
+          stdin: "pipe",
+          stdout: "pipe",
+        },
+      );
+
+      this._process.on("error", (error) => {
+        if (error.name === "AbortError") {
+          // Expected when close() is called.
+          this.onclose?.();
+          return;
+        }
+
+        reject(error);
+        this.onerror?.(error);
+      });
+
+      this._process.on("spawn", () => {
+        resolve();
+      });
+
+      // eslint-disable-next-line @typescript-eslint/no-unused-vars
+      this._process.on("close", (_code) => {
+        this._process = undefined;
+        this.onclose?.();
+      });
+
+      this._process.stdin?.on("error", (error) => {
+        this.onerror?.(error);
+      });
+
+      this._process.stdout?.on("data", (chunk) => {
+        this._readBuffer.append(chunk);
+        this.processReadBuffer();
+      });
+
+      this._process.stdout?.on("error", (error) => {
+        this.onerror?.(error);
+      });
+    });
+  }
+
+  /**
+   * The stderr stream of the child process, if `StdioServerParameters.stderr` was set to "pipe" or "overlapped".
+   *
+   * This is only available after the process has been started.
+   */
+  get stderr(): Stream | null {
+    return this._process?.stderr ?? null;
+  }
+
+  private processReadBuffer() {
+    while (true) {
+      try {
+        const message = this._readBuffer.readMessage();
+        if (message === null) {
+          break;
+        }
+
+        this.onmessage?.(message);
+      } catch (error) {
+        this.onerror?.(error as Error);
+      }
+    }
+  }
+
+  async close(): Promise<void> {
+    this._abortController.abort();
+    this._process = undefined;
+    this._readBuffer.clear();
+  }
+
+  send(message: JSONRPCMessage): Promise<void> {
+    return new Promise((resolve) => {
+      if (!this._process?.stdin) {
+        throw new Error("Not connected");
+      }
+
+      const json = serializeMessage(message);
+      if (this._process.stdin.write(json)) {
+        resolve();
+      } else {
+        this._process.stdin.once("drain", resolve);
+      }
+    });
+  }
+}
+
+function isElectron() {
+  return "type" in process;
+}
diff --git a/apps/webapp/app/trigger/utils/types.ts b/apps/webapp/app/trigger/utils/types.ts
new file mode 100644
index 0000000..2f3788a
--- /dev/null
+++ b/apps/webapp/app/trigger/utils/types.ts
@@ -0,0 +1,123 @@
+import { type ActionStatusEnum } from "@core/types";
+import { type CoreMessage } from "ai";
+
+// Define types for the MCP tool schema
+export interface MCPTool {
+  name: string;
+  description: string;
+  inputSchema: {
+    type: string;
+    properties: Record<string, SchemaProperty>;
+    required?: string[];
+    additionalProperties: boolean;
+    $schema: string;
+  };
+}
+
+// Vercel AI SDK Tool Types
+export type VercelAITools = Record<
+  string,
+  {
+    type: "function";
+    description: string;
+    parameters: {
+      type: "object";
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      properties: Record<string, any>;
+      required?: string[];
+    };
+  }
+>;
+
+export type SchemaProperty =
+  | {
+      type: string | string[];
+      minimum?: number;
+      maximum?: number;
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      default?: any;
+      minLength?: number;
+      pattern?: string;
+      enum?: string[];
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      items?: any;
+      properties?: Record<string, SchemaProperty>;
+      required?: string[];
+      additionalProperties?: boolean;
+      description?: string;
+    }
+  | {
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      anyOf: any[];
+    };
+
+export interface Resource {
+  id?: string;
+  size?: number;
+  fileType: string;
+  publicURL: string;
+  originalName?: string;
+}
+
+export interface ExecutionState {
+  query: string;
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  context?: string;
+  resources: Resource[];
+  previousHistory?: CoreMessage[];
+  history: HistoryStep[];
+  userMemoryContext?: string;
+  automationContext?: string;
+  completed: boolean;
+}
+
+export interface TokenCount {
+  inputTokens: number;
+  outputToken: number;
+}
+
+export interface TotalCost {
+  inputTokens: number;
+  outputTokens: number;
+  cost: number;
+}
+
+export interface HistoryStep {
+  agent?: string;
+
+  // The agent's reasoning process for this step
+  thought?: string;
+
+  // Indicates if this step contains a question for the user
+  isQuestion?: boolean;
+  // Indicates if this is the final response in the conversation
+  isFinal?: boolean;
+  isError?: boolean;
+
+  // The name of the skill/tool being used in this step
+  skill?: string;
+  skillId?: string;
+  skillInput?: string;
+  skillOutput?: string;
+  skillStatus?: ActionStatusEnum;
+
+  // This is when the action has run and the output will be put here
+  observation?: string;
+
+  // This is what the user will read
+  userMessage?: string;
+
+  // If the agent has run completely
+  completed?: boolean;
+
+  // Token count
+  tokenCount: TotalCost;
+
+  finalTokenCount?: TotalCost;
+}
+
+export interface GenerateResponse {
+  text: string;
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  toolCalls: any[];
+}
diff --git a/apps/webapp/app/trigger/utils/utils.ts b/apps/webapp/app/trigger/utils/utils.ts
new file mode 100644
index 0000000..db3d586
--- /dev/null
+++ b/apps/webapp/app/trigger/utils/utils.ts
@@ -0,0 +1,544 @@
+import {
+  type Activity,
+  type Conversation,
+  type ConversationHistory,
+  type IntegrationDefinitionV2,
+  type Prisma,
+  PrismaClient,
+  UserType,
+  type Workspace,
+} from "@prisma/client";
+
+import { logger } from "@trigger.dev/sdk/v3";
+import { type CoreMessage } from "ai";
+
+import { type HistoryStep } from "./types";
+import axios from "axios";
+import nodeCrypto from "node:crypto";
+import { customAlphabet, nanoid } from "nanoid";
+
+const prisma = new PrismaClient();
+
+// Token generation utilities
+const tokenValueLength = 40;
+const tokenGenerator = customAlphabet(
+  "123456789abcdefghijkmnopqrstuvwxyz",
+  tokenValueLength,
+);
+const tokenPrefix = "rc_pat_";
+
+type CreatePersonalAccessTokenOptions = {
+  name: string;
+  userId: string;
+};
+
+// Helper functions for token management
+function createToken() {
+  return `${tokenPrefix}${tokenGenerator()}`;
+}
+
+function obfuscateToken(token: string) {
+  const withoutPrefix = token.replace(tokenPrefix, "");
+  const obfuscated = `${withoutPrefix.slice(0, 4)}${"•".repeat(18)}${withoutPrefix.slice(-4)}`;
+  return `${tokenPrefix}${obfuscated}`;
+}
+
+function encryptToken(value: string) {
+  const encryptionKey = process.env.ENCRYPTION_KEY;
+  if (!encryptionKey) {
+    throw new Error("ENCRYPTION_KEY environment variable is required");
+  }
+
+  const nonce = nodeCrypto.randomBytes(12);
+  const cipher = nodeCrypto.createCipheriv("aes-256-gcm", encryptionKey, nonce);
+
+  let encrypted = cipher.update(value, "utf8", "hex");
+  encrypted += cipher.final("hex");
+
+  const tag = cipher.getAuthTag().toString("hex");
+
+  return {
+    nonce: nonce.toString("hex"),
+    ciphertext: encrypted,
+    tag,
+  };
+}
+
+function hashToken(token: string): string {
+  const hash = nodeCrypto.createHash("sha256");
+  hash.update(token);
+  return hash.digest("hex");
+}
+
+export async function getOrCreatePersonalAccessToken({
+  name,
+  userId,
+}: CreatePersonalAccessTokenOptions) {
+  // Try to find an existing, non-revoked token
+  const existing = await prisma.personalAccessToken.findFirst({
+    where: {
+      name,
+      userId,
+      revokedAt: null,
+    },
+  });
+
+  if (existing) {
+    // Do not return the unencrypted token if it already exists
+    return {
+      id: existing.id,
+      name: existing.name,
+      userId: existing.userId,
+      obfuscatedToken: existing.obfuscatedToken,
+      // token is not returned
+    };
+  }
+
+  // Create a new token
+  const token = createToken();
+  const encryptedToken = encryptToken(token);
+
+  const personalAccessToken = await prisma.personalAccessToken.create({
+    data: {
+      name,
+      userId,
+      encryptedToken,
+      obfuscatedToken: obfuscateToken(token),
+      hashedToken: hashToken(token),
+    },
+  });
+
+  return {
+    id: personalAccessToken.id,
+    name,
+    userId,
+    token,
+    obfuscatedToken: personalAccessToken.obfuscatedToken,
+  };
+}
+
+export interface InitChatPayload {
+  conversationId: string;
+  conversationHistoryId: string;
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  context: any;
+  pat: string;
+}
+
+export class Preferences {
+  timezone?: string;
+
+  // Memory details
+  memory_host?: string;
+  memory_api_key?: string;
+}
+
+export interface RunChatPayload {
+  conversationId: string;
+  conversationHistoryId: string;
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  context: any;
+  conversation: Conversation;
+  conversationHistory: ConversationHistory;
+  pat: string;
+  isContinuation?: boolean;
+}
+
+export const init = async ({ payload }: { payload: InitChatPayload }) => {
+  logger.info("Loading init");
+  const conversationHistory = await prisma.conversationHistory.findUnique({
+    where: { id: payload.conversationHistoryId },
+    include: { conversation: true },
+  });
+
+  const conversation = conversationHistory?.conversation as Conversation;
+
+  const workspace = await prisma.workspace.findUnique({
+    where: { id: conversation.workspaceId as string },
+  });
+
+  if (!workspace) {
+    return { conversation, conversationHistory };
+  }
+
+  const randomKeyName = `chat_${nanoid(10)}`;
+  const pat = await getOrCreatePersonalAccessToken({
+    name: randomKeyName,
+    userId: workspace.userId as string,
+  });
+
+  const user = await prisma.user.findFirst({
+    where: { id: workspace.userId as string },
+  });
+
+  const integrationAccounts = await prisma.integrationAccount.findMany({
+    where: {
+      workspaceId: workspace.id,
+    },
+    include: { integrationDefinition: true },
+  });
+
+  // Set up axios interceptor for memory operations
+  axios.interceptors.request.use((config) => {
+    if (config.url?.startsWith("https://core::memory")) {
+      // Handle both search and ingest endpoints
+      if (config.url.includes("/search")) {
+        config.url = `${process.env.API_BASE_URL}/search`;
+      } else if (config.url.includes("/ingest")) {
+        config.url = `${process.env.API_BASE_URL}/ingest`;
+      }
+      config.headers.Authorization = `Bearer ${pat.token}`;
+    }
+
+    return config;
+  });
+
+  // Create MCP server configurations for each integration account
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  const integrationMCPServers: Record<string, any> = {};
+
+  for (const account of integrationAccounts) {
+    try {
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      const spec = account.integrationDefinition?.spec as any;
+      if (spec.mcp) {
+        const mcpSpec = spec.mcp;
+        const configuredMCP = { ...mcpSpec };
+
+        // Replace config placeholders in environment variables
+        if (configuredMCP.env) {
+          for (const [key, value] of Object.entries(configuredMCP.env)) {
+            if (typeof value === "string" && value.includes("${config:")) {
+              // Extract the config key from the placeholder
+              const configKey = value.match(/\$\{config:(.*?)\}/)?.[1];
+              if (
+                configKey &&
+                account.integrationConfiguration &&
+                // eslint-disable-next-line @typescript-eslint/no-explicit-any
+                (account.integrationConfiguration as any)[configKey]
+              ) {
+                configuredMCP.env[key] = value.replace(
+                  `\${config:${configKey}}`,
+                  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+                  (account.integrationConfiguration as any)[configKey],
+                );
+              }
+            }
+
+            if (
+              typeof value === "string" &&
+              value.includes("${integrationConfig:")
+            ) {
+              // Extract the config key from the placeholder
+              const configKey = value.match(
+                /\$\{integrationConfig:(.*?)\}/,
+              )?.[1];
+              if (
+                configKey &&
+                account.integrationDefinition.config &&
+                // eslint-disable-next-line @typescript-eslint/no-explicit-any
+                (account.integrationDefinition.config as any)[configKey]
+              ) {
+                configuredMCP.env[key] = value.replace(
+                  `\${integrationConfig:${configKey}}`,
+                  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+                  (account.integrationDefinition.config as any)[configKey],
+                );
+              }
+            }
+          }
+        }
+
+        // Add to the MCP servers collection
+        integrationMCPServers[account.integrationDefinition.slug] =
+          configuredMCP;
+      }
+    } catch (error) {
+      logger.error(
+        `Failed to configure MCP for ${account.integrationDefinition?.slug}:`,
+        { error },
+      );
+    }
+  }
+
+  return {
+    conversation,
+    conversationHistory,
+    tokenId: pat.id,
+    token: pat.token,
+    userId: user?.id,
+    userName: user?.name,
+  };
+};
+
+export const createConversationHistoryForAgent = async (
+  conversationId: string,
+) => {
+  return await prisma.conversationHistory.create({
+    data: {
+      conversationId,
+      message: "Generating...",
+      userType: "Agent",
+      thoughts: {},
+    },
+  });
+};
+
+export const getConversationHistoryFormat = (
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  previousHistory: any[],
+): string => {
+  if (previousHistory) {
+    const historyText = previousHistory
+      .map((history) => `${history.userType}: \n ${history.message}`)
+      .join("\n------------\n");
+
+    return historyText;
+  }
+
+  return "";
+};
+
+export const getPreviousExecutionHistory = (
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  previousHistory: any[],
+): CoreMessage[] => {
+  return previousHistory.map((history) => ({
+    role: history.userType === "User" ? "user" : "assistant",
+    content: history.message,
+  }));
+};
+
+export const getIntegrationDefinitionsForAgents = (agents: string[]) => {
+  return prisma.integrationDefinitionV2.findMany({
+    where: {
+      slug: {
+        in: agents,
+      },
+    },
+  });
+};
+
+export const getIntegrationConfigForIntegrationDefinition = (
+  integrationDefinitionId: string,
+) => {
+  return prisma.integrationAccount.findFirst({
+    where: {
+      integrationDefinitionId,
+    },
+  });
+};
+
+export const updateExecutionStep = async (
+  step: HistoryStep,
+  conversationHistoryId: string,
+) => {
+  const {
+    thought,
+    userMessage,
+    skillInput,
+    skillOutput,
+    skillId,
+    skillStatus,
+    ...metadata
+  } = step;
+
+  await prisma.conversationExecutionStep.create({
+    data: {
+      thought: thought ?? "",
+      message: userMessage ?? "",
+      actionInput:
+        typeof skillInput === "object"
+          ? JSON.stringify(skillInput)
+          : skillInput,
+      actionOutput:
+        typeof skillOutput === "object"
+          ? JSON.stringify(skillOutput)
+          : skillOutput,
+      actionId: skillId,
+      actionStatus: skillStatus,
+      // eslint-disable-next-line @typescript-eslint/no-explicit-any
+      metadata: metadata as any,
+      conversationHistoryId,
+    },
+  });
+};
+
+export const updateConversationHistoryMessage = async (
+  userMessage: string,
+  conversationHistoryId: string,
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  thoughts?: Record<string, any>,
+) => {
+  await prisma.conversationHistory.update({
+    where: {
+      id: conversationHistoryId,
+    },
+    data: {
+      message: userMessage,
+      thoughts,
+      userType: UserType.Agent,
+    },
+  });
+};
+
+export const getExecutionStepsForConversation = async (
+  conversationHistoryId: string,
+) => {
+  const lastExecutionSteps = await prisma.conversationExecutionStep.findMany({
+    where: {
+      conversationHistoryId,
+    },
+  });
+
+  return lastExecutionSteps;
+};
+
+export const getActivityDetails = async (activityId: string) => {
+  if (!activityId) {
+    return {};
+  }
+
+  const activity = await prisma.activity.findFirst({
+    where: {
+      id: activityId,
+    },
+  });
+
+  return {
+    activityId,
+    integrationAccountId: activity?.integrationAccountId,
+    sourceURL: activity?.sourceURL,
+  };
+};
+
+/**
+ * Generates a random ID of 6 characters
+ * @returns A random string of 6 characters
+ */
+export const generateRandomId = (): string => {
+  // Define characters that can be used in the ID
+  const characters =
+    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789";
+  let result = "";
+
+  // Generate 6 random characters
+  for (let i = 0; i < 6; i++) {
+    const randomIndex = Math.floor(Math.random() * characters.length);
+    result += characters.charAt(randomIndex);
+  }
+
+  return result.toLowerCase();
+};
+
+// eslint-disable-next-line @typescript-eslint/no-explicit-any
+export function flattenObject(obj: Record<string, any>, prefix = ""): string[] {
+  return Object.entries(obj).reduce<string[]>((result, [key, value]) => {
+    const entryKey = prefix ? `${prefix}_${key}` : key;
+
+    if (value !== null && typeof value === "object" && !Array.isArray(value)) {
+      // For nested objects, flatten them and add to results
+      return [...result, ...flattenObject(value, entryKey)];
+    }
+
+    // For primitive values or arrays, add directly
+    return [...result, `- ${entryKey}: ${value}`];
+  }, []);
+}
+
+export const updateConversationStatus = async (
+  status: string,
+  conversationId: string,
+) => {
+  const data: Prisma.ConversationUpdateInput = { status, unread: true };
+
+  return await prisma.conversation.update({
+    where: {
+      id: conversationId,
+    },
+    data,
+  });
+};
+
+export const getActivity = async (activityId: string) => {
+  return await prisma.activity.findUnique({
+    where: {
+      id: activityId,
+    },
+    include: {
+      workspace: true,
+      integrationAccount: {
+        include: {
+          integrationDefinition: true,
+        },
+      },
+    },
+  });
+};
+
+export const updateActivity = async (
+  activityId: string,
+  rejectionReason: string,
+) => {
+  return await prisma.activity.update({
+    where: {
+      id: activityId,
+    },
+    data: {
+      rejectionReason,
+    },
+  });
+};
+
+export const createConversation = async (
+  activity: Activity,
+  workspace: Workspace,
+  integrationDefinition: IntegrationDefinitionV2,
+  automationContext: { automations?: string[]; executionPlan: string },
+) => {
+  const conversation = await prisma.conversation.create({
+    data: {
+      workspaceId: activity.workspaceId,
+      userId: workspace.userId as string,
+      title: activity.text.substring(0, 100),
+      ConversationHistory: {
+        create: {
+          userId: workspace.userId,
+          message: `Activity from ${integrationDefinition.name} \n Content: ${activity.text}`,
+          userType: UserType.User,
+          activityId: activity.id,
+          thoughts: { ...automationContext },
+        },
+      },
+    },
+    include: {
+      ConversationHistory: true,
+    },
+  });
+
+  return conversation;
+};
+
+export async function getContinuationAgentConversationHistory(
+  conversationId: string,
+): Promise<ConversationHistory | null> {
+  return await prisma.conversationHistory.findFirst({
+    where: {
+      conversationId,
+      userType: "Agent",
+      deleted: null,
+    },
+    orderBy: {
+      createdAt: "desc",
+    },
+    take: 1,
+  });
+}
+
+export async function deletePersonalAccessToken(tokenId: string) {
+  return await prisma.personalAccessToken.delete({
+    where: {
+      id: tokenId,
+    },
+  });
+}
diff --git a/apps/webapp/package.json b/apps/webapp/package.json
index 561fdef..093076f 100644
--- a/apps/webapp/package.json
+++ b/apps/webapp/package.json
@@ -8,17 +8,23 @@
     "dev": "node ./server.mjs",
     "lint": "eslint --ignore-path .gitignore --cache --cache-location ./node_modules/.cache/eslint .",
     "start": "remix-serve ./build/server/index.js",
-    "typecheck": "tsc"
+    "typecheck": "tsc",
+    "trigger:dev": "pnpm dlx trigger.dev@v4-beta dev"
   },
   "dependencies": {
+    "@ai-sdk/anthropic": "^1.2.12",
+    "@ai-sdk/google": "^1.2.22",
     "@ai-sdk/openai": "^1.3.21",
     "@coji/remix-auth-google": "^4.2.0",
     "@conform-to/react": "^0.6.1",
     "@conform-to/zod": "^0.6.1",
     "@core/database": "workspace:*",
     "@core/types": "workspace:*",
-    "@opentelemetry/api": "1.9.0",
     "@mjackson/headers": "0.11.1",
+    "@modelcontextprotocol/sdk": "1.13.2",
+    "@nichtsam/remix-auth-email-link": "3.0.0",
+    "@opentelemetry/api": "1.9.0",
+    "@prisma/client": "*",
     "@radix-ui/react-accordion": "^1.1.2",
     "@radix-ui/react-alert-dialog": "^1.0.5",
     "@radix-ui/react-avatar": "^1.0.4",
@@ -45,21 +51,40 @@
     "@remix-run/server-runtime": "2.16.7",
     "@remix-run/v1-meta": "^0.1.3",
     "@remixicon/react": "^4.2.0",
-    "@tanstack/react-table": "^8.13.2",
-    "@prisma/client": "*",
     "@tailwindcss/container-queries": "^0.1.1",
     "@tailwindcss/postcss": "^4.1.7",
+    "@tanstack/react-table": "^8.13.2",
+    "@tiptap/extension-document": "^2.11.9",
+    "@tiptap/extension-hard-break": "^2.11.9",
+    "@tiptap/extension-history": "^2.11.9",
+    "@tiptap/extension-paragraph": "^2.11.9",
+    "@tiptap/extension-text": "^2.11.9",
+    "@tiptap/starter-kit": "2.11.9",
+    "@tiptap/react": "^2.11.9",
+    "@tiptap/pm": "^2.11.9",
+    "@trigger.dev/sdk": "^4.0.0-v4-beta.22",
+    "@trigger.dev/react-hooks": "^4.0.0-v4-beta.22",
     "ai": "4.3.14",
+    "axios": "^1.10.0",
     "bullmq": "^5.53.2",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "compression": "^1.7.4",
     "cross-env": "^7.0.3",
+    "class-transformer": "0.5.1",
+    "class-validator": "0.14.1",
     "d3": "^7.9.0",
-    "dayjs": "^1.11.10",
     "date-fns": "^4.1.0",
-    "express": "^4.18.1",
+    "dayjs": "^1.11.10",
     "emails": "workspace:*",
+    "execa": "^9.6.0",
+    "express": "^4.18.1",
+    "fast-sort": "^3.4.0",
+    "graphology": "^0.26.0",
+    "graphology-layout-force": "^0.2.4",
+    "graphology-layout-forceatlas2": "^0.10.1",
+    "graphology-layout-noverlap": "^0.4.2",
+    "handlebars": "^4.7.8",
     "ioredis": "^5.6.1",
     "isbot": "^4.1.0",
     "jose": "^5.2.3",
@@ -68,18 +93,21 @@
     "nanoid": "3.3.8",
     "neo4j-driver": "^5.28.1",
     "non.geist": "^1.0.2",
+    "novel": "^1.0.2",
     "ollama-ai-provider": "1.2.0",
     "posthog-js": "^1.116.6",
     "react": "^18.2.0",
     "react-dom": "^18.2.0",
+    "react-resizable-panels": "^1.0.9",
+    "react-virtualized": "^9.22.6",
     "remix-auth": "^4.2.0",
-    "@nichtsam/remix-auth-email-link": "3.0.0",
     "remix-auth-oauth2": "^3.4.1",
     "remix-themes": "^1.3.1",
     "remix-typedjson": "0.3.1",
     "remix-utils": "^7.7.0",
-    "react-resizable-panels": "^1.0.9",
-    "react-virtualized": "^9.22.6",
+    "sdk": "link:@modelcontextprotocol/sdk",
+    "sigma": "^3.0.2",
+    "simple-oauth2": "^5.1.0",
     "tailwind-merge": "^2.6.0",
     "tailwind-scrollbar-hide": "^2.0.0",
     "tailwindcss-animate": "^1.0.7",
@@ -96,12 +124,15 @@
     "@tailwindcss/forms": "^0.5.10",
     "@tailwindcss/typography": "^0.5.16",
     "@tailwindcss/vite": "^4.1.7",
+    "@trigger.dev/build": "^4.0.0-v4-beta.22",
     "@types/compression": "^1.7.2",
     "@types/d3": "^7.4.3",
     "@types/express": "^4.17.13",
     "@types/morgan": "^1.9.3",
+    "@types/simple-oauth2": "^5.0.7",
     "@types/react": "^18.2.20",
     "@types/react-dom": "^18.2.7",
+    "@types/react-virtualized": "^9.22.0",
     "@typescript-eslint/eslint-plugin": "^6.7.4",
     "@typescript-eslint/parser": "^6.7.4",
     "autoprefixer": "^10.4.19",
diff --git a/apps/webapp/prisma/schema.prisma b/apps/webapp/prisma/schema.prisma
new file mode 100644
index 0000000..2d80e73
--- /dev/null
+++ b/apps/webapp/prisma/schema.prisma
@@ -0,0 +1,378 @@
+datasource db {
+  provider  = "postgresql"
+  url       = env("DATABASE_URL")
+  directUrl = env("DIRECT_URL")
+}
+
+generator client {
+  provider        = "prisma-client-js"
+  binaryTargets   = ["native", "debian-openssl-1.1.x"]
+  previewFeatures = ["tracing"]
+}
+
+model Activity {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  text      String
+  // Used to link the task or activity to external apps
+  sourceURL String?
+
+  integrationAccount   IntegrationAccount? @relation(fields: [integrationAccountId], references: [id])
+  integrationAccountId String?
+
+  rejectionReason String?
+
+  workspace   Workspace @relation(fields: [workspaceId], references: [id])
+  workspaceId String
+
+  WebhookDeliveryLog WebhookDeliveryLog[]
+
+  ConversationHistory ConversationHistory[]
+}
+
+model AuthorizationCode {
+  id String @id @default(cuid())
+
+  code String @unique
+
+  personalAccessToken   PersonalAccessToken? @relation(fields: [personalAccessTokenId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  personalAccessTokenId String?
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+}
+
+model Conversation {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  unread Boolean @default(false)
+
+  title  String?
+  user   User    @relation(fields: [userId], references: [id])
+  userId String
+
+  workspace   Workspace? @relation(fields: [workspaceId], references: [id])
+  workspaceId String?
+
+  status String @default("pending") // Can be "pending", "running", "completed", "failed", "need_attention"
+
+  ConversationHistory ConversationHistory[]
+}
+
+model ConversationExecutionStep {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  thought String
+  message String
+
+  actionId     String?
+  actionOutput String?
+  actionInput  String?
+  actionStatus String?
+
+  metadata Json? @default("{}")
+
+  conversationHistory   ConversationHistory @relation(fields: [conversationHistoryId], references: [id])
+  conversationHistoryId String
+}
+
+model ConversationHistory {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  message  String
+  userType UserType
+
+  activity   Activity? @relation(fields: [activityId], references: [id])
+  activityId String?
+
+  context Json?
+
+  thoughts Json?
+  user     User?   @relation(fields: [userId], references: [id])
+  userId   String?
+
+  conversation              Conversation                @relation(fields: [conversationId], references: [id])
+  conversationId            String
+  ConversationExecutionStep ConversationExecutionStep[]
+}
+
+model Entity {
+  id       String @id @default(cuid())
+  name     String @unique // e.g., "User", "Issue", "Task", "Automation"
+  metadata Json // Store field definitions and their types
+
+  // Relations
+  spaceEntities SpaceEntity[]
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+}
+
+model IngestionQueue {
+  id String @id @default(cuid())
+
+  // Relations
+  space   Space?  @relation(fields: [spaceId], references: [id])
+  spaceId String?
+
+  // Queue metadata
+  data     Json // The actual data to be processed
+  output   Json? // The processed output data
+  status   IngestionStatus
+  priority Int             @default(0)
+
+  workspaceId String
+  workspace   Workspace @relation(fields: [workspaceId], references: [id])
+
+  // Error handling
+  error      String?
+  retryCount Int     @default(0)
+
+  // Timestamps
+  createdAt   DateTime  @default(now())
+  updatedAt   DateTime  @updatedAt
+  processedAt DateTime?
+}
+
+model IntegrationAccount {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  integrationConfiguration Json
+  accountId                String?
+  settings                 Json?
+  isActive                 Boolean @default(true)
+
+  integratedBy            User                    @relation(references: [id], fields: [integratedById])
+  integratedById          String
+  integrationDefinition   IntegrationDefinitionV2 @relation(references: [id], fields: [integrationDefinitionId])
+  integrationDefinitionId String
+  workspace               Workspace               @relation(references: [id], fields: [workspaceId])
+  workspaceId             String
+  Activity                Activity[]
+
+  @@unique([accountId, integrationDefinitionId, workspaceId])
+}
+
+model IntegrationDefinitionV2 {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  name        String  @unique
+  slug        String
+  description String
+  icon        String
+  config      Json?
+  spec        Json    @default("{}")
+  version     String?
+  url         String?
+
+  workspace   Workspace? @relation(references: [id], fields: [workspaceId])
+  workspaceId String?
+
+  IntegrationAccount IntegrationAccount[]
+}
+
+model InvitationCode {
+  id   String @id @default(cuid())
+  code String @unique
+
+  users User[]
+
+  createdAt DateTime @default(now())
+}
+
+model PersonalAccessToken {
+  id String @id @default(cuid())
+
+  /// If generated by the CLI this will be "cli", otherwise user-provided
+  name String
+
+  /// This is the token encrypted using the ENCRYPTION_KEY
+  encryptedToken Json
+
+  /// This is shown in the UI, with ********
+  obfuscatedToken String
+
+  /// This is used to find the token in the database
+  hashedToken String @unique
+
+  user   User   @relation(fields: [userId], references: [id])
+  userId String
+
+  revokedAt      DateTime?
+  lastAccessedAt DateTime?
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
+  authorizationCodes AuthorizationCode[]
+}
+
+model Space {
+  id          String  @id @default(cuid())
+  name        String
+  description String?
+  autoMode    Boolean @default(false)
+
+  // Relations
+  user   User   @relation(fields: [userId], references: [id])
+  userId String
+
+  // Space's enabled entities
+  enabledEntities SpaceEntity[]
+
+  createdAt      DateTime         @default(now())
+  updatedAt      DateTime         @updatedAt
+  IngestionQueue IngestionQueue[]
+}
+
+model SpaceEntity {
+  id String @id @default(cuid())
+
+  // Relations
+  space   Space  @relation(fields: [spaceId], references: [id])
+  spaceId String
+
+  entity   Entity @relation(fields: [entityId], references: [id])
+  entityId String
+
+  // Custom settings for this entity in this space
+  settings Json?
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
+  @@unique([spaceId, entityId])
+}
+
+model User {
+  id    String @id @default(cuid())
+  email String @unique
+
+  authenticationMethod      AuthenticationMethod
+  authenticationProfile     Json?
+  authenticationExtraParams Json?
+  authIdentifier            String?              @unique
+
+  displayName String?
+  name        String?
+  avatarUrl   String?
+
+  memoryFilter String? // Adding memory filter instructions
+
+  admin Boolean @default(false)
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
+  marketingEmails       Boolean @default(true)
+  confirmedBasicDetails Boolean @default(false)
+
+  referralSource String?
+
+  personalAccessTokens PersonalAccessToken[]
+  InvitationCode       InvitationCode?        @relation(fields: [invitationCodeId], references: [id])
+  invitationCodeId     String?
+  Space                Space[]
+  Workspace            Workspace?
+  IntegrationAccount   IntegrationAccount[]
+  WebhookConfiguration WebhookConfiguration[]
+  Conversation         Conversation[]
+  ConversationHistory  ConversationHistory[]
+}
+
+model WebhookConfiguration {
+  id          String     @id @default(cuid())
+  url         String
+  secret      String?
+  isActive    Boolean    @default(true)
+  eventTypes  String[] // List of event types this webhook is interested in, e.g. ["activity.created"]
+  user        User?      @relation(fields: [userId], references: [id])
+  userId      String?
+  workspace   Workspace? @relation(fields: [workspaceId], references: [id])
+  workspaceId String?
+  createdAt   DateTime   @default(now())
+  updatedAt   DateTime   @updatedAt
+
+  WebhookDeliveryLog WebhookDeliveryLog[]
+}
+
+model WebhookDeliveryLog {
+  id                     String               @id @default(cuid())
+  webhookConfiguration   WebhookConfiguration @relation(fields: [webhookConfigurationId], references: [id])
+  webhookConfigurationId String
+
+  activity   Activity? @relation(fields: [activityId], references: [id])
+  activityId String?
+
+  status             WebhookDeliveryStatus
+  responseStatusCode Int?
+  responseBody       String?
+  error              String?
+  deliveredAt        DateTime              @default(now())
+
+  createdAt DateTime @default(now())
+}
+
+model Workspace {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  name String
+  slug String  @unique
+  icon String?
+
+  integrations String[]
+
+  userId                  String?                   @unique
+  user                    User?                     @relation(fields: [userId], references: [id])
+  IngestionQueue          IngestionQueue[]
+  IntegrationAccount      IntegrationAccount[]
+  IntegrationDefinitionV2 IntegrationDefinitionV2[]
+  Activity                Activity[]
+  WebhookConfiguration    WebhookConfiguration[]
+  Conversation            Conversation[]
+}
+
+enum AuthenticationMethod {
+  GOOGLE
+  MAGIC_LINK
+}
+
+enum IngestionStatus {
+  PENDING
+  PROCESSING
+  COMPLETED
+  FAILED
+  CANCELLED
+}
+
+enum UserType {
+  Agent
+  User
+  System
+}
+
+enum WebhookDeliveryStatus {
+  SUCCESS
+  FAILED
+}
diff --git a/apps/webapp/trigger.config.ts b/apps/webapp/trigger.config.ts
new file mode 100644
index 0000000..4743a3f
--- /dev/null
+++ b/apps/webapp/trigger.config.ts
@@ -0,0 +1,38 @@
+import { defineConfig } from "@trigger.dev/sdk/v3";
+import {
+  additionalPackages,
+  syncEnvVars,
+} from "@trigger.dev/build/extensions/core";
+import { prismaExtension } from "@trigger.dev/build/extensions/prisma";
+
+export default defineConfig({
+  project: process.env.TRIGGER_PROJECT_ID as string,
+  runtime: "node",
+  logLevel: "log",
+  // The max compute seconds a task is allowed to run. If the task run exceeds this duration, it will be stopped.
+  // You can override this on an individual task.
+  // See https://trigger.dev/docs/runs/max-duration
+  maxDuration: 3600,
+  retries: {
+    enabledInDev: true,
+    default: {
+      maxAttempts: 1,
+      minTimeoutInMs: 1000,
+      maxTimeoutInMs: 10000,
+      factor: 2,
+      randomize: true,
+    },
+  },
+  dirs: ["./app/trigger"],
+  build: {
+    extensions: [
+      syncEnvVars(() => ({
+        DATABASE_URL: process.env.DATABASE_URL,
+        BACKEND_HOST: process.env.BACKEND_HOST,
+      })),
+      prismaExtension({
+        schema: "prisma/schema.prisma",
+      }),
+    ],
+  },
+});
diff --git a/apps/webapp/tsconfig.json b/apps/webapp/tsconfig.json
index 19e3238..8adba20 100644
--- a/apps/webapp/tsconfig.json
+++ b/apps/webapp/tsconfig.json
@@ -6,7 +6,8 @@
     "**/*.ts",
     "**/*.tsx",
     "tailwind.config.js",
-    "tailwind.config.js"
+    "tailwind.config.js",
+    "trigger.config.ts"
   ],
   "compilerOptions": {
     "types": ["@remix-run/node", "vite/client"],
@@ -24,6 +25,7 @@
     "skipLibCheck": true,
     "experimentalDecorators": true,
     "emitDecoratorMetadata": true,
+    "strictPropertyInitialization": false,
     "baseUrl": ".",
     "paths": {
       "~/*": ["./app/*"],
diff --git a/apps/webapp/vite.config.ts b/apps/webapp/vite.config.ts
index 5ef7eee..556821f 100644
--- a/apps/webapp/vite.config.ts
+++ b/apps/webapp/vite.config.ts
@@ -28,7 +28,13 @@ export default defineConfig({
     allowedHosts: true,
   },
   ssr: {
-    noExternal: ["@core/database", "tailwindcss"],
+    target: "node",
+    noExternal: [
+      "@core/database",
+      "tailwindcss",
+      "@tiptap/react",
+      "react-tweet",
+    ],
     external: ["@prisma/client"],
   },
 });
diff --git a/core/types/package.json b/core/types/package.json
new file mode 100644
index 0000000..8b9198c
--- /dev/null
+++ b/core/types/package.json
@@ -0,0 +1,21 @@
+{
+  "name": "@echo/core-types",
+  "version": "1.0.0",
+  "description": "Core types for Echo integrations",
+  "main": "dist/index.js",
+  "types": "dist/index.d.ts",
+  "scripts": {
+    "build": "tsc",
+    "dev": "tsc --watch"
+  },
+  "devDependencies": {
+    "typescript": "^5.0.0"
+  },
+  "exports": {
+    ".": {
+      "import": "./dist/index.js",
+      "require": "./dist/index.js",
+      "types": "./dist/index.d.ts"
+    }
+  }
+}
\ No newline at end of file
diff --git a/core/types/src/index.ts b/core/types/src/index.ts
new file mode 100644
index 0000000..1081f03
--- /dev/null
+++ b/core/types/src/index.ts
@@ -0,0 +1 @@
+export * from './integration';
\ No newline at end of file
diff --git a/core/types/src/integration.ts b/core/types/src/integration.ts
new file mode 100644
index 0000000..3089e22
--- /dev/null
+++ b/core/types/src/integration.ts
@@ -0,0 +1,64 @@
+export enum IntegrationEventType {
+  /**
+   * Setting up or creating an integration account
+   */
+  SETUP = "setup",
+
+  /**
+   * Processing incoming data from the integration
+   */
+  PROCESS = "process",
+
+  /**
+   * Identifying which account a webhook belongs to
+   */
+  IDENTIFY = "identify",
+
+  /**
+   * Scheduled synchronization of data
+   */
+  SYNC = "sync",
+}
+
+export interface IntegrationEventPayload {
+  event: IntegrationEventType;
+  [x: string]: any;
+}
+
+export interface Spec {
+  name: string;
+  key: string;
+  description: string;
+  icon: string;
+  mcp?: {
+    command: string;
+    args: string[];
+    env: Record<string, string>;
+  };
+  auth?: {
+    OAuth2?: {
+      token_url: string;
+      authorization_url: string;
+      scopes: string[];
+      scope_identifier?: string;
+      scope_separator?: string;
+    };
+  };
+}
+
+export interface Config {
+  access_token: string;
+  [key: string]: any;
+}
+
+export interface Identifier {
+  id: string;
+  type?: string;
+}
+
+export type MessageType = 'spec' | 'data' | 'identifier';
+
+export interface Message {
+  type: MessageType;
+  data: any;
+}
\ No newline at end of file
diff --git a/core/types/tsconfig.json b/core/types/tsconfig.json
new file mode 100644
index 0000000..b5482c0
--- /dev/null
+++ b/core/types/tsconfig.json
@@ -0,0 +1,18 @@
+{
+  "compilerOptions": {
+    "target": "ES2020",
+    "module": "ESNext",
+    "lib": ["ES2020"],
+    "declaration": true,
+    "outDir": "./dist",
+    "rootDir": "./src",
+    "strict": true,
+    "moduleResolution": "node",
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "resolveJsonModule": true
+  },
+  "include": ["src/**/*", "*.ts"],
+  "exclude": ["node_modules", "dist"]
+}
\ No newline at end of file
diff --git a/docker/Dockerfile b/docker-build/Dockerfile
similarity index 100%
rename from docker/Dockerfile
rename to docker-build/Dockerfile
diff --git a/docker/docker-compose.yaml b/docker-build/docker-compose.yaml
similarity index 100%
rename from docker/docker-compose.yaml
rename to docker-build/docker-compose.yaml
diff --git a/docker/scripts/entrypoint.sh b/docker-build/scripts/entrypoint.sh
similarity index 100%
rename from docker/scripts/entrypoint.sh
rename to docker-build/scripts/entrypoint.sh
diff --git a/docker/scripts/wait-for-it.sh b/docker-build/scripts/wait-for-it.sh
similarity index 100%
rename from docker/scripts/wait-for-it.sh
rename to docker-build/scripts/wait-for-it.sh
diff --git a/docker-compose.yaml b/docker-compose.yaml
index d234ce0..77f9b3e 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -37,7 +37,7 @@ services:
 
   postgres:
     container_name: core-postgres
-    image: postgres:15
+    image: redplanethq/postgres:0.1.0
     environment:
       - POSTGRES_USER=${POSTGRES_USER}
       - POSTGRES_PASSWORD=${POSTGRES_PASSWORD}
diff --git a/integrations/slack/.gitignore b/integrations/slack/.gitignore
new file mode 100644
index 0000000..9b60c0a
--- /dev/null
+++ b/integrations/slack/.gitignore
@@ -0,0 +1,2 @@
+bin
+node_modules
\ No newline at end of file
diff --git a/integrations/slack/.prettierrc b/integrations/slack/.prettierrc
new file mode 100644
index 0000000..b61e355
--- /dev/null
+++ b/integrations/slack/.prettierrc
@@ -0,0 +1,22 @@
+{
+  "arrowParens": "always",
+  "tabWidth": 2,
+  "useTabs": false,
+  "semi": true,
+  "bracketSpacing": true,
+  "jsxBracketSameLine": false,
+  "requirePragma": false,
+  "proseWrap": "preserve",
+  "singleQuote": true,
+  "formatOnSave": true,
+  "trailingComma": "all",
+  "printWidth": 100,
+  "overrides": [
+    {
+      "files": ".prettierrc",
+      "options": {
+        "parser": "json"
+      }
+    }
+  ]
+}
diff --git a/integrations/slack/eslint.config.js b/integrations/slack/eslint.config.js
new file mode 100644
index 0000000..24cd2da
--- /dev/null
+++ b/integrations/slack/eslint.config.js
@@ -0,0 +1,81 @@
+const eslint = require('@eslint/js');
+const tseslint = require('typescript-eslint');
+const jestPlugin = require('eslint-plugin-jest');
+const importPlugin = require('eslint-plugin-import');
+const prettierPlugin = require('eslint-plugin-prettier');
+const unusedImportsPlugin = require('eslint-plugin-unused-imports');
+
+module.exports = [
+  eslint.configs.recommended,
+  ...tseslint.configs.recommended,
+  {
+    files: ['**/*.{js,jsx,ts,tsx}'],
+    plugins: {
+      jest: jestPlugin,
+      import: importPlugin,
+      prettier: prettierPlugin,
+      'unused-imports': unusedImportsPlugin,
+    },
+    languageOptions: {
+      ecmaVersion: 2020,
+      sourceType: 'module',
+      parser: tseslint.parser,
+      parserOptions: {
+        ecmaFeatures: {
+          jsx: true,
+        },
+      },
+    },
+    rules: {
+      curly: 'warn',
+      'dot-location': 'warn',
+      eqeqeq: 'error',
+      'prettier/prettier': 'warn',
+      'unused-imports/no-unused-imports': 'warn',
+      'no-else-return': 'warn',
+      'no-lonely-if': 'warn',
+      'no-inner-declarations': 'off',
+      'no-unused-vars': 'off',
+      'no-useless-computed-key': 'warn',
+      'no-useless-return': 'warn',
+      'no-var': 'warn',
+      'object-shorthand': ['warn', 'always'],
+      'prefer-arrow-callback': 'warn',
+      'prefer-const': 'warn',
+      'prefer-destructuring': ['warn', { AssignmentExpression: { array: true } }],
+      'prefer-object-spread': 'warn',
+      'prefer-template': 'warn',
+      'spaced-comment': ['warn', 'always', { markers: ['/'] }],
+      yoda: 'warn',
+      'import/order': [
+        'warn',
+        {
+          'newlines-between': 'always',
+          groups: ['type', 'builtin', 'external', 'internal', ['parent', 'sibling'], 'index'],
+          pathGroupsExcludedImportTypes: ['builtin'],
+          pathGroups: [],
+          alphabetize: {
+            order: 'asc',
+            caseInsensitive: true,
+          },
+        },
+      ],
+      '@typescript-eslint/array-type': ['warn', { default: 'array-simple' }],
+      '@typescript-eslint/ban-ts-comment': [
+        'warn',
+        {
+          'ts-expect-error': 'allow-with-description',
+        },
+      ],
+      '@typescript-eslint/consistent-indexed-object-style': ['warn', 'record'],
+      '@typescript-eslint/consistent-type-definitions': ['warn', 'interface'],
+      '@typescript-eslint/no-unused-vars': 'warn',
+    },
+  },
+  {
+    files: ['scripts/**/*'],
+    rules: {
+      '@typescript-eslint/no-var-requires': 'off',
+    },
+  },
+];
diff --git a/integrations/slack/package.json b/integrations/slack/package.json
new file mode 100644
index 0000000..dba603f
--- /dev/null
+++ b/integrations/slack/package.json
@@ -0,0 +1,71 @@
+{
+  "name": "@sol/slack",
+  "version": "0.1.2",
+  "description": "slack extension for Sol",
+  "main": "./bin/index.js",
+  "module": "./bin/index.mjs",
+  "type": "module",
+  "files": [
+    "slack",
+    "bin"
+  ],
+  "bin": {
+    "slack": "./bin/index.js"
+  },
+  "scripts": {
+    "build": "rimraf bin && npx tsup",
+    "lint": "eslint --ext js,ts,tsx backend/ frontend/ --fix",
+    "prettier": "prettier --config .prettierrc --write ."
+  },
+  "peerDependencies": {
+    "react": "^18.2.0",
+    "react-dom": "^18.2.0"
+  },
+  "devDependencies": {
+    "@babel/preset-typescript": "^7.26.0",
+    "@rollup/plugin-commonjs": "^28.0.1",
+    "@rollup/plugin-json": "^6.1.0",
+    "@rollup/plugin-node-resolve": "^15.3.0",
+    "@rollup/plugin-replace": "^5.0.7",
+    "@types/node": "^18.0.20",
+    "eslint": "^9.24.0",
+    "eslint-config-prettier": "^10.1.2",
+    "eslint-import-resolver-alias": "^1.1.2",
+    "eslint-plugin-import": "^2.31.0",
+    "eslint-plugin-jest": "^27.9.0",
+    "eslint-plugin-prettier": "^5.2.1",
+    "eslint-plugin-unused-imports": "^2.0.0",
+    "prettier": "^3.4.2",
+    "rimraf": "^3.0.2",
+    "rollup": "^4.28.1",
+    "rollup-plugin-node-polyfills": "^0.2.1",
+    "rollup-plugin-terser": "^7.0.2",
+    "rollup-plugin-typescript2": "^0.34.1",
+    "tslib": "^2.8.1",
+    "typescript": "^4.7.2",
+    "tsup": "^8.0.1",
+    "ncc": "0.3.6"
+  },
+  "publishConfig": {
+    "access": "public"
+  },
+  "browserslist": {
+    "production": [
+      ">0.2%",
+      "not dead",
+      "not op_mini all"
+    ],
+    "development": [
+      "last 1 chrome version",
+      "last 1 firefox version",
+      "last 1 safari version"
+    ]
+  },
+  "dependencies": {
+    "axios": "^1.7.9",
+    "commander": "^12.0.0",
+    "openai": "^4.0.0",
+    "react-query": "^3.39.3",
+    "@echo/core-types": "workspace:*"
+  }
+}
\ No newline at end of file
diff --git a/integrations/slack/pnpm-lock.yaml b/integrations/slack/pnpm-lock.yaml
new file mode 100644
index 0000000..657304d
--- /dev/null
+++ b/integrations/slack/pnpm-lock.yaml
@@ -0,0 +1,5101 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      axios:
+        specifier: ^1.7.9
+        version: 1.9.0
+      commander:
+        specifier: ^12.0.0
+        version: 12.1.0
+      openai:
+        specifier: ^4.0.0
+        version: 4.98.0(zod@3.24.4)
+      react:
+        specifier: ^18.2.0
+        version: 18.3.1
+      react-dom:
+        specifier: ^18.2.0
+        version: 18.3.1(react@18.3.1)
+      react-query:
+        specifier: ^3.39.3
+        version: 3.39.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+    devDependencies:
+      '@babel/preset-typescript':
+        specifier: ^7.26.0
+        version: 7.27.1(@babel/core@7.27.1)
+      '@rollup/plugin-commonjs':
+        specifier: ^28.0.1
+        version: 28.0.3(rollup@4.40.2)
+      '@rollup/plugin-json':
+        specifier: ^6.1.0
+        version: 6.1.0(rollup@4.40.2)
+      '@rollup/plugin-node-resolve':
+        specifier: ^15.3.0
+        version: 15.3.1(rollup@4.40.2)
+      '@rollup/plugin-replace':
+        specifier: ^5.0.7
+        version: 5.0.7(rollup@4.40.2)
+      '@types/node':
+        specifier: ^18.0.20
+        version: 18.19.100
+      eslint:
+        specifier: ^9.24.0
+        version: 9.26.0
+      eslint-config-prettier:
+        specifier: ^10.1.2
+        version: 10.1.3(eslint@9.26.0)
+      eslint-import-resolver-alias:
+        specifier: ^1.1.2
+        version: 1.1.2(eslint-plugin-import@2.31.0(@typescript-eslint/parser@5.62.0(eslint@9.26.0)(typescript@4.9.5))(eslint@9.26.0))
+      eslint-plugin-import:
+        specifier: ^2.31.0
+        version: 2.31.0(@typescript-eslint/parser@5.62.0(eslint@9.26.0)(typescript@4.9.5))(eslint@9.26.0)
+      eslint-plugin-jest:
+        specifier: ^27.9.0
+        version: 27.9.0(@typescript-eslint/eslint-plugin@5.62.0(@typescript-eslint/parser@5.62.0(eslint@9.26.0)(typescript@4.9.5))(eslint@9.26.0)(typescript@4.9.5))(eslint@9.26.0)(typescript@4.9.5)
+      eslint-plugin-prettier:
+        specifier: ^5.2.1
+        version: 5.4.0(eslint-config-prettier@10.1.3(eslint@9.26.0))(eslint@9.26.0)(prettier@3.5.3)
+      eslint-plugin-unused-imports:
+        specifier: ^2.0.0
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+  resolve-from@4.0.0: {}
+
+  resolve-from@5.0.0: {}
+
+  resolve@1.22.10:
+    dependencies:
+      is-core-module: 2.16.1
+      path-parse: 1.0.7
+      supports-preserve-symlinks-flag: 1.0.0
+
+  reusify@1.1.0: {}
+
+  rimraf@2.7.1:
+    dependencies:
+      glob: 7.2.3
+
+  rimraf@3.0.2:
+    dependencies:
+      glob: 7.2.3
+
+  rollup-plugin-inject@3.0.2:
+    dependencies:
+      estree-walker: 0.6.1
+      magic-string: 0.25.9
+      rollup-pluginutils: 2.8.2
+
+  rollup-plugin-node-polyfills@0.2.1:
+    dependencies:
+      rollup-plugin-inject: 3.0.2
+
+  rollup-plugin-terser@7.0.2(rollup@4.40.2):
+    dependencies:
+      '@babel/code-frame': 7.27.1
+      jest-worker: 26.6.2
+      rollup: 4.40.2
+      serialize-javascript: 4.0.0
+      terser: 5.39.0
+
+  rollup-plugin-typescript2@0.34.1(rollup@4.40.2)(typescript@4.9.5):
+    dependencies:
+      '@rollup/pluginutils': 4.2.1
+      find-cache-dir: 3.3.2
+      fs-extra: 10.1.0
+      rollup: 4.40.2
+      semver: 7.7.1
+      tslib: 2.8.1
+      typescript: 4.9.5
+
+  rollup-pluginutils@2.8.2:
+    dependencies:
+      estree-walker: 0.6.1
+
+  rollup@4.40.2:
+    dependencies:
+      '@types/estree': 1.0.7
+    optionalDependencies:
+      '@rollup/rollup-android-arm-eabi': 4.40.2
+      '@rollup/rollup-android-arm64': 4.40.2
+      '@rollup/rollup-darwin-arm64': 4.40.2
+      '@rollup/rollup-darwin-x64': 4.40.2
+      '@rollup/rollup-freebsd-arm64': 4.40.2
+      '@rollup/rollup-freebsd-x64': 4.40.2
+      '@rollup/rollup-linux-arm-gnueabihf': 4.40.2
+      '@rollup/rollup-linux-arm-musleabihf': 4.40.2
+      '@rollup/rollup-linux-arm64-gnu': 4.40.2
+      '@rollup/rollup-linux-arm64-musl': 4.40.2
+      '@rollup/rollup-linux-loongarch64-gnu': 4.40.2
+      '@rollup/rollup-linux-powerpc64le-gnu': 4.40.2
+      '@rollup/rollup-linux-riscv64-gnu': 4.40.2
+      '@rollup/rollup-linux-riscv64-musl': 4.40.2
+      '@rollup/rollup-linux-s390x-gnu': 4.40.2
+      '@rollup/rollup-linux-x64-gnu': 4.40.2
+      '@rollup/rollup-linux-x64-musl': 4.40.2
+      '@rollup/rollup-win32-arm64-msvc': 4.40.2
+      '@rollup/rollup-win32-ia32-msvc': 4.40.2
+      '@rollup/rollup-win32-x64-msvc': 4.40.2
+      fsevents: 2.3.3
+
+  router@2.2.0:
+    dependencies:
+      debug: 4.4.0
+      depd: 2.0.0
+      is-promise: 4.0.0
+      parseurl: 1.3.3
+      path-to-regexp: 8.2.0
+    transitivePeerDependencies:
+      - supports-color
+
+  run-parallel@1.2.0:
+    dependencies:
+      queue-microtask: 1.2.3
+
+  safe-array-concat@1.1.3:
+    dependencies:
+      call-bind: 1.0.8
+      call-bound: 1.0.4
+      get-intrinsic: 1.3.0
+      has-symbols: 1.1.0
+      isarray: 2.0.5
+
+  safe-buffer@5.0.1: {}
+
+  safe-buffer@5.2.1: {}
+
+  safe-push-apply@1.0.0:
+    dependencies:
+      es-errors: 1.3.0
+      isarray: 2.0.5
+
+  safe-regex-test@1.1.0:
+    dependencies:
+      call-bound: 1.0.4
+      es-errors: 1.3.0
+      is-regex: 1.2.1
+
+  safer-buffer@2.1.2: {}
+
+  scheduler@0.23.2:
+    dependencies:
+      loose-envify: 1.4.0
+
+  semver@6.3.1: {}
+
+  semver@7.7.1: {}
+
+  send@1.2.0:
+    dependencies:
+      debug: 4.4.0
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      fresh: 2.0.0
+      http-errors: 2.0.0
+      mime-types: 3.0.1
+      ms: 2.1.3
+      on-finished: 2.4.1
+      range-parser: 1.2.1
+      statuses: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
+  serialize-javascript@4.0.0:
+    dependencies:
+      randombytes: 2.1.0
+
+  serve-static@2.2.0:
+    dependencies:
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      parseurl: 1.3.3
+      send: 1.2.0
+    transitivePeerDependencies:
+      - supports-color
+
+  set-function-length@1.2.2:
+    dependencies:
+      define-data-property: 1.1.4
+      es-errors: 1.3.0
+      function-bind: 1.1.2
+      get-intrinsic: 1.3.0
+      gopd: 1.2.0
+      has-property-descriptors: 1.0.2
+
+  set-function-name@2.0.2:
+    dependencies:
+      define-data-property: 1.1.4
+      es-errors: 1.3.0
+      functions-have-names: 1.2.3
+      has-property-descriptors: 1.0.2
+
+  set-proto@1.0.0:
+    dependencies:
+      dunder-proto: 1.0.1
+      es-errors: 1.3.0
+      es-object-atoms: 1.1.1
+
+  setprototypeof@1.2.0: {}
+
+  shebang-command@2.0.0:
+    dependencies:
+      shebang-regex: 3.0.0
+
+  shebang-regex@3.0.0: {}
+
+  side-channel-list@1.0.0:
+    dependencies:
+      es-errors: 1.3.0
+      object-inspect: 1.13.4
+
+  side-channel-map@1.0.1:
+    dependencies:
+      call-bound: 1.0.4
+      es-errors: 1.3.0
+      get-intrinsic: 1.3.0
+      object-inspect: 1.13.4
+
+  side-channel-weakmap@1.0.2:
+    dependencies:
+      call-bound: 1.0.4
+      es-errors: 1.3.0
+      get-intrinsic: 1.3.0
+      object-inspect: 1.13.4
+      side-channel-map: 1.0.1
+
+  side-channel@1.1.0:
+    dependencies:
+      es-errors: 1.3.0
+      object-inspect: 1.13.4
+      side-channel-list: 1.0.0
+      side-channel-map: 1.0.1
+      side-channel-weakmap: 1.0.2
+
+  signal-exit@4.1.0: {}
+
+  slash@3.0.0: {}
+
+  source-map-js@1.2.1:
+    optional: true
+
+  source-map-support@0.5.21:
+    dependencies:
+      buffer-from: 1.1.2
+      source-map: 0.6.1
+
+  source-map@0.6.1: {}
+
+  source-map@0.8.0-beta.0:
+    dependencies:
+      whatwg-url: 7.1.0
+
+  sourcemap-codec@1.4.8: {}
+
+  statuses@2.0.1: {}
+
+  string-width@4.2.3:
+    dependencies:
+      emoji-regex: 8.0.0
+      is-fullwidth-code-point: 3.0.0
+      strip-ansi: 6.0.1
+
+  string-width@5.1.2:
+    dependencies:
+      eastasianwidth: 0.2.0
+      emoji-regex: 9.2.2
+      strip-ansi: 7.1.0
+
+  string.prototype.trim@1.2.10:
+    dependencies:
+      call-bind: 1.0.8
+      call-bound: 1.0.4
+      define-data-property: 1.1.4
+      define-properties: 1.2.1
+      es-abstract: 1.23.9
+      es-object-atoms: 1.1.1
+      has-property-descriptors: 1.0.2
+
+  string.prototype.trimend@1.0.9:
+    dependencies:
+      call-bind: 1.0.8
+      call-bound: 1.0.4
+      define-properties: 1.2.1
+      es-object-atoms: 1.1.1
+
+  string.prototype.trimstart@1.0.8:
+    dependencies:
+      call-bind: 1.0.8
+      define-properties: 1.2.1
+      es-object-atoms: 1.1.1
+
+  strip-ansi@6.0.1:
+    dependencies:
+      ansi-regex: 5.0.1
+
+  strip-ansi@7.1.0:
+    dependencies:
+      ansi-regex: 6.1.0
+
+  strip-bom@3.0.0: {}
+
+  strip-json-comments@3.1.1: {}
+
+  sucrase@3.35.0:
+    dependencies:
+      '@jridgewell/gen-mapping': 0.3.8
+      commander: 4.1.1
+      glob: 10.4.5
+      lines-and-columns: 1.2.4
+      mz: 2.7.0
+      pirates: 4.0.7
+      ts-interface-checker: 0.1.13
+
+  supports-color@7.2.0:
+    dependencies:
+      has-flag: 4.0.0
+
+  supports-preserve-symlinks-flag@1.0.0: {}
+
+  synckit@0.11.4:
+    dependencies:
+      '@pkgr/core': 0.2.4
+      tslib: 2.8.1
+
+  terser@5.39.0:
+    dependencies:
+      '@jridgewell/source-map': 0.3.6
+      acorn: 8.14.1
+      commander: 2.20.3
+      source-map-support: 0.5.21
+
+  thenify-all@1.6.0:
+    dependencies:
+      thenify: 3.3.1
+
+  thenify@3.3.1:
+    dependencies:
+      any-promise: 1.3.0
+
+  tinyexec@0.3.2: {}
+
+  tinyglobby@0.2.13:
+    dependencies:
+      fdir: 6.4.4(picomatch@4.0.2)
+      picomatch: 4.0.2
+
+  tinytim@0.1.1: {}
+
+  to-regex-range@5.0.1:
+    dependencies:
+      is-number: 7.0.0
+
+  toidentifier@1.0.1: {}
+
+  tr46@0.0.3: {}
+
+  tr46@1.0.1:
+    dependencies:
+      punycode: 2.3.1
+
+  tracer@0.8.15:
+    dependencies:
+      colors: 1.2.3
+      dateformat: 3.0.3
+      mkdirp: 0.5.6
+      tinytim: 0.1.1
+
+  tree-kill@1.2.2: {}
+
+  ts-interface-checker@0.1.13: {}
+
+  tsconfig-paths@3.15.0:
+    dependencies:
+      '@types/json5': 0.0.29
+      json5: 1.0.2
+      minimist: 1.2.8
+      strip-bom: 3.0.0
+
+  tslib@1.14.1: {}
+
+  tslib@2.8.1: {}
+
+  tsup@8.4.0(postcss@8.5.3)(typescript@4.9.5)(yaml@2.7.1):
+    dependencies:
+      bundle-require: 5.1.0(esbuild@0.25.4)
+      cac: 6.7.14
+      chokidar: 4.0.3
+      consola: 3.4.2
+      debug: 4.4.0
+      esbuild: 0.25.4
+      joycon: 3.1.1
+      picocolors: 1.1.1
+      postcss-load-config: 6.0.1(postcss@8.5.3)(yaml@2.7.1)
+      resolve-from: 5.0.0
+      rollup: 4.40.2
+      source-map: 0.8.0-beta.0
+      sucrase: 3.35.0
+      tinyexec: 0.3.2
+      tinyglobby: 0.2.13
+      tree-kill: 1.2.2
+    optionalDependencies:
+      postcss: 8.5.3
+      typescript: 4.9.5
+    transitivePeerDependencies:
+      - jiti
+      - supports-color
+      - tsx
+      - yaml
+
+  tsutils@3.21.0(typescript@4.9.5):
+    dependencies:
+      tslib: 1.14.1
+      typescript: 4.9.5
+
+  type-check@0.4.0:
+    dependencies:
+      prelude-ls: 1.2.1
+
+  type-is@2.0.1:
+    dependencies:
+      content-type: 1.0.5
+      media-typer: 1.1.0
+      mime-types: 3.0.1
+
+  typed-array-buffer@1.0.3:
+    dependencies:
+      call-bound: 1.0.4
+      es-errors: 1.3.0
+      is-typed-array: 1.1.15
+
+  typed-array-byte-length@1.0.3:
+    dependencies:
+      call-bind: 1.0.8
+      for-each: 0.3.5
+      gopd: 1.2.0
+      has-proto: 1.2.0
+      is-typed-array: 1.1.15
+
+  typed-array-byte-offset@1.0.4:
+    dependencies:
+      available-typed-arrays: 1.0.7
+      call-bind: 1.0.8
+      for-each: 0.3.5
+      gopd: 1.2.0
+      has-proto: 1.2.0
+      is-typed-array: 1.1.15
+      reflect.getprototypeof: 1.0.10
+
+  typed-array-length@1.0.7:
+    dependencies:
+      call-bind: 1.0.8
+      for-each: 0.3.5
+      gopd: 1.2.0
+      is-typed-array: 1.1.15
+      possible-typed-array-names: 1.1.0
+      reflect.getprototypeof: 1.0.10
+
+  typescript@4.9.5: {}
+
+  ultron@1.1.1: {}
+
+  unbox-primitive@1.1.0:
+    dependencies:
+      call-bound: 1.0.4
+      has-bigints: 1.1.0
+      has-symbols: 1.1.0
+      which-boxed-primitive: 1.1.1
+
+  undici-types@5.26.5: {}
+
+  universalify@2.0.1: {}
+
+  unload@2.2.0:
+    dependencies:
+      '@babel/runtime': 7.27.1
+      detect-node: 2.1.0
+
+  unpipe@1.0.0: {}
+
+  update-browserslist-db@1.1.3(browserslist@4.24.5):
+    dependencies:
+      browserslist: 4.24.5
+      escalade: 3.2.0
+      picocolors: 1.1.1
+
+  uri-js@4.4.1:
+    dependencies:
+      punycode: 2.3.1
+
+  vary@1.1.2: {}
+
+  web-streams-polyfill@4.0.0-beta.3: {}
+
+  webidl-conversions@3.0.1: {}
+
+  webidl-conversions@4.0.2: {}
+
+  whatwg-url@5.0.0:
+    dependencies:
+      tr46: 0.0.3
+      webidl-conversions: 3.0.1
+
+  whatwg-url@7.1.0:
+    dependencies:
+      lodash.sortby: 4.7.0
+      tr46: 1.0.1
+      webidl-conversions: 4.0.2
+
+  which-boxed-primitive@1.1.1:
+    dependencies:
+      is-bigint: 1.1.0
+      is-boolean-object: 1.2.2
+      is-number-object: 1.1.1
+      is-string: 1.1.1
+      is-symbol: 1.1.1
+
+  which-builtin-type@1.2.1:
+    dependencies:
+      call-bound: 1.0.4
+      function.prototype.name: 1.1.8
+      has-tostringtag: 1.0.2
+      is-async-function: 2.1.1
+      is-date-object: 1.1.0
+      is-finalizationregistry: 1.1.1
+      is-generator-function: 1.1.0
+      is-regex: 1.2.1
+      is-weakref: 1.1.1
+      isarray: 2.0.5
+      which-boxed-primitive: 1.1.1
+      which-collection: 1.0.2
+      which-typed-array: 1.1.19
+
+  which-collection@1.0.2:
+    dependencies:
+      is-map: 2.0.3
+      is-set: 2.0.3
+      is-weakmap: 2.0.2
+      is-weakset: 2.0.4
+
+  which-typed-array@1.1.19:
+    dependencies:
+      available-typed-arrays: 1.0.7
+      call-bind: 1.0.8
+      call-bound: 1.0.4
+      for-each: 0.3.5
+      get-proto: 1.0.1
+      gopd: 1.2.0
+      has-tostringtag: 1.0.2
+
+  which@2.0.2:
+    dependencies:
+      isexe: 2.0.0
+
+  word-wrap@1.2.5: {}
+
+  wrap-ansi@7.0.0:
+    dependencies:
+      ansi-styles: 4.3.0
+      string-width: 4.2.3
+      strip-ansi: 6.0.1
+
+  wrap-ansi@8.1.0:
+    dependencies:
+      ansi-styles: 6.2.1
+      string-width: 5.1.2
+      strip-ansi: 7.1.0
+
+  wrappy@1.0.2: {}
+
+  ws@2.3.1:
+    dependencies:
+      safe-buffer: 5.0.1
+      ultron: 1.1.1
+
+  yallist@3.1.1: {}
+
+  yaml@2.7.1:
+    optional: true
+
+  yocto-queue@0.1.0: {}
+
+  zod-to-json-schema@3.24.5(zod@3.24.4):
+    dependencies:
+      zod: 3.24.4
+
+  zod@3.24.4: {}
diff --git a/integrations/slack/spec.json b/integrations/slack/spec.json
new file mode 100644
index 0000000..34a46c3
--- /dev/null
+++ b/integrations/slack/spec.json
@@ -0,0 +1,41 @@
+{
+  "name": "Slack extension",
+  "key": "slack",
+  "description": "Connect your workspace to Slack. Run your workflows from slack bookmarks",
+  "icon": "slack",
+  "mcp": {
+    "command": "npx",
+    "args": ["-y", "@modelcontextprotocol/server-slack"],
+    "env": {
+      "SLACK_BOT_TOKEN": "${config:access_token}",
+      "SLACK_TEAM_ID": "${config:team_id}",
+      "SLACK_CHANNEL_IDS": "${config:channel_ids}"
+    }
+  },
+  "auth": {
+    "OAuth2": {
+      "token_url": "https://slack.com/api/oauth.v2.access",
+      "authorization_url": "https://slack.com/oauth/v2/authorize",
+      "scopes": [
+        "stars:read",
+        "team:read",
+        "stars:write",
+        "users:read",
+        "channels:read",
+        "groups:read",
+        "im:read",
+        "im:history",
+        "mpim:read",
+        "mpim:write",
+        "mpim:history",
+        "channels:history",
+        "chat:write",
+        "reactions:read",
+        "reactions:write",
+        "users.profile:read"
+      ],
+      "scope_identifier": "user_scope",
+      "scope_separator": ","
+    }
+  }
+}
diff --git a/integrations/slack/src/account-create.ts b/integrations/slack/src/account-create.ts
new file mode 100644
index 0000000..4b59add
--- /dev/null
+++ b/integrations/slack/src/account-create.ts
@@ -0,0 +1,27 @@
+import axios from 'axios';
+
+export async function integrationCreate(
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  data: any,
+  integrationDefinition: any,
+) {
+  const { oauthResponse } = data;
+  const integrationConfiguration = {
+    access_token: oauthResponse.authed_user.access_token,
+    teamId: oauthResponse.team.id,
+    teamName: oauthResponse.team.name,
+    userId: oauthResponse.authed_user.id,
+    scope: oauthResponse.authed_user.scope,
+  };
+
+  const payload = {
+    settings: {},
+    accountId: integrationConfiguration.userId,
+    config: integrationConfiguration,
+    integrationDefinitionId: integrationDefinition.id,
+  };
+
+  const integrationAccount = (await axios.post(`/api/v1/integration_account`, payload)).data;
+
+  return integrationAccount;
+}
diff --git a/integrations/slack/src/common/IntegrationCLI.ts b/integrations/slack/src/common/IntegrationCLI.ts
new file mode 100644
index 0000000..093438d
--- /dev/null
+++ b/integrations/slack/src/common/IntegrationCLI.ts
@@ -0,0 +1,186 @@
+import { Command } from 'commander';
+import { 
+  IntegrationEventPayload, 
+  Spec, 
+  Config,
+  Identifier,
+  Message 
+} from '@echo/core-types';
+
+export abstract class IntegrationCLI {
+  protected program: Command;
+  protected integrationName: string;
+  protected version: string;
+
+  constructor(integrationName: string, version: string = '1.0.0') {
+    this.integrationName = integrationName;
+    this.version = version;
+    this.program = new Command();
+    this.setupProgram();
+  }
+
+  private setupProgram(): void {
+    this.program
+      .name(`${this.integrationName}-integration`)
+      .description(`${this.integrationName} integration CLI`)
+      .version(this.version);
+
+    this.setupSpecCommand();
+    this.setupAccountCommands();
+    this.setupDataCommands();
+    this.setupSyncCommand();
+  }
+
+  private setupAccountCommands(): void {
+    const accountCmd = this.program
+      .command('account')
+      .description(`Manage ${this.integrationName} integration accounts`);
+
+    accountCmd
+      .command('create')
+      .description(`Create a new ${this.integrationName} integration account`)
+      .requiredOption('--oauth-response <response>', 'OAuth response JSON')
+      .action(async (options) => {
+        try {
+          const oauthResponse = JSON.parse(options.oauthResponse);
+          const integrationDefinition = JSON.parse(options.integrationDefinition);
+
+          const result = await this.handleEvent({
+            event: 'INTEGRATION_ACCOUNT_CREATED',
+            eventBody: { oauthResponse },
+            integrationDefinition,
+          });
+
+          console.log('Account created successfully:', JSON.stringify(result, null, 2));
+        } catch (error) {
+          console.error('Error creating account:', error);
+          process.exit(1);
+        }
+      });
+  }
+
+  private setupDataCommands(): void {
+    this.program
+      .command('process')
+      .description(`Process ${this.integrationName} integration data`)
+      .requiredOption('--event-data <data>', 'Event data JSON')
+      .requiredOption('--config <config>', 'Integration configuration JSON')
+      .action(async (options) => {
+        try {
+          const eventData = JSON.parse(options.eventData);
+          const config = JSON.parse(options.config);
+
+          const result = await this.handleEvent({
+            event: 'PROCESS',
+            eventBody: { eventData },
+            config,
+          });
+
+          const message: Message = {
+            type: 'data',
+            data: result
+          };
+          console.log(JSON.stringify(message, null, 2));
+        } catch (error) {
+          console.error('Error processing data:', error);
+          process.exit(1);
+        }
+      });
+
+    this.program
+      .command('identify')
+      .description('Identify webhook account')
+      .requiredOption('--webhook-data <data>', 'Webhook data JSON')
+      .action(async (options) => {
+        try {
+          const webhookData = JSON.parse(options.webhookData);
+
+          const result = await this.handleEvent({
+            event: 'IDENTIFY',
+            eventBody: webhookData,
+          });
+
+          const message: Message = {
+            type: 'identifier',
+            data: result
+          };
+          console.log(JSON.stringify(message, null, 2));
+        } catch (error) {
+          console.error('Error identifying account:', error);
+          process.exit(1);
+        }
+      });
+  }
+
+  private setupSpecCommand(): void {
+    this.program
+      .command('spec')
+      .description('Get integration specification')
+      .action(async () => {
+        try {
+          const spec = await this.getSpec();
+          const message: Message = {
+            type: 'spec',
+            data: spec
+          };
+          console.log(JSON.stringify(message, null, 2));
+        } catch (error) {
+          console.error('Error getting spec:', error);
+          process.exit(1);
+        }
+      });
+  }
+
+  private setupSyncCommand(): void {
+    this.program
+      .command('sync')
+      .description('Perform scheduled sync')
+      .requiredOption('--config <config>', 'Integration configuration JSON')
+      .action(async (options) => {
+        try {
+          const config = JSON.parse(options.config);
+
+          const result = await this.handleEvent({
+            event: 'SYNC',
+            eventBody: {},
+            config,
+          });
+
+          const message: Message = {
+            type: 'data',
+            data: result
+          };
+          console.log(JSON.stringify(message, null, 2));
+        } catch (error) {
+          console.error('Error during sync:', error);
+          process.exit(1);
+        }
+      });
+  }
+
+  /**
+   * Abstract method that must be implemented by each integration
+   * This method should handle the integration-specific logic for each event type
+   */
+  protected abstract handleEvent(eventPayload: IntegrationEventPayload): Promise<any>;
+
+  /**
+   * Abstract method that must be implemented by each integration
+   * This method should return the integration specification
+   */
+  protected abstract getSpec(): Promise<Spec>;
+
+  /**
+   * Parse and execute the CLI commands
+   */
+  public parse(): void {
+    this.program.parse();
+  }
+
+  /**
+   * Get the commander program instance for additional customization
+   */
+  public getProgram(): Command {
+    return this.program;
+  }
+}
diff --git a/integrations/slack/src/common/README.md b/integrations/slack/src/common/README.md
new file mode 100644
index 0000000..efd21bc
--- /dev/null
+++ b/integrations/slack/src/common/README.md
@@ -0,0 +1,65 @@
+# IntegrationCLI Base Class
+
+This is a common CLI base class that can be moved to the SDK and used by all integrations.
+
+## Usage
+
+### 1. Create your integration-specific CLI class:
+
+```typescript
+import { IntegrationCLI, IntegrationEventPayload } from './common/IntegrationCLI';
+
+export class MyIntegrationCLI extends IntegrationCLI {
+  constructor() {
+    super('my-integration', '1.0.0');
+  }
+
+  protected async handleEvent(eventPayload: IntegrationEventPayload): Promise<any> {
+    // Your integration-specific logic here
+    return await processMyIntegrationEvent(eventPayload);
+  }
+}
+```
+
+### 2. Create your CLI entry point:
+
+```typescript
+#!/usr/bin/env node
+
+import { MyIntegrationCLI } from './MyIntegrationCLI';
+
+const cli = new MyIntegrationCLI();
+cli.parse();
+```
+
+### 3. Update your package.json:
+
+```json
+{
+  "bin": {
+    "my-integration": "./dist/cli.js"
+  },
+  "dependencies": {
+    "commander": "^12.0.0"
+  }
+}
+```
+
+## Available Commands
+
+The base class provides these commands automatically:
+
+- `account create --oauth-response <json> --integration-definition <json>`
+- `account delete --account-id <id>`
+- `process --event-data <json> --integration-account <json>`
+- `identify --webhook-data <json>`
+- `sync --integration-account <json>`
+
+## Moving to SDK
+
+To move this to the SDK:
+
+1. Move `IntegrationCLI.ts` to `@redplanethq/sol-sdk/src/cli/`
+2. Export it from the SDK's index
+3. Update imports in integrations to use the SDK version
+4. Add commander as a dependency to the SDK
\ No newline at end of file
diff --git a/integrations/slack/src/create-activity.ts b/integrations/slack/src/create-activity.ts
new file mode 100644
index 0000000..78bf7d3
--- /dev/null
+++ b/integrations/slack/src/create-activity.ts
@@ -0,0 +1,131 @@
+// import { IntegrationAccount } from '@redplanethq/sol-sdk';
+import axios from 'axios';
+
+import { getUserDetails } from './utils';
+
+async function getMessage(accessToken: string, channel: string, ts: string) {
+  const result = await axios.get('https://slack.com/api/conversations.history', {
+    headers: {
+      Authorization: `Bearer ${accessToken}`,
+      'Content-Type': 'application/json',
+    },
+    params: {
+      channel,
+      latest: ts,
+      inclusive: true,
+      limit: 1,
+    },
+  });
+
+  return result.data.messages?.[0];
+}
+
+async function getConversationInfo(accessToken: string, channel: string) {
+  const result = await axios.get('https://slack.com/api/conversations.info', {
+    headers: {
+      Authorization: `Bearer ${accessToken}`,
+    },
+    params: {
+      channel,
+    },
+  });
+
+  return result.data.channel;
+}
+
+export const createActivityEvent = async (
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  eventBody: any,
+  config: any,
+) => {
+  const { eventData } = eventBody;
+  if (eventData.event.type === 'message' && eventData.event.channel === 'D06UAK42494') {
+    const event = eventData.event;
+
+    if (!config) {
+      throw new Error('Integration configuration not found');
+    }
+
+    const accessToken = config.access_token;
+
+    const text = `DM with Sigma channel Content: '${event.text}'`;
+
+    const permalinkResponse = await axios.get(
+      `https://slack.com/api/chat.getPermalink?channel=${event.channel}&message_ts=${event.ts}`,
+      {
+        headers: { Authorization: `Bearer ${accessToken}` },
+      },
+    );
+
+    const activity = {
+      sourceURL: permalinkResponse.data.permalink,
+      text,
+      integrationAccountId: config.integrationAccountId,
+      taskId: null,
+    };
+
+    await axios.post('/api/v1/activity', activity);
+  }
+
+  if (eventData.event.type === 'reaction_added' && eventData.event.reaction === 'eyes') {
+    const event = eventData.event;
+
+    if (!config) {
+      throw new Error('Integration configuration not found');
+    }
+
+    const accessToken = config.access_token;
+    const channel = event.item.channel;
+    const ts = event.item.ts;
+
+    const eventMessage = await getMessage(accessToken, channel, ts);
+    const mentionedUsers = getMentionUsers(eventMessage.text);
+
+    const [userDetails, conversationInfo] = await Promise.all([
+      getUserDetails([eventMessage.user, ...mentionedUsers], config.access_token),
+      getConversationInfo(accessToken, channel),
+    ]);
+
+    const userIdMap = new Map(userDetails.map((user) => [user.id, user]));
+
+    const eventMessageText = eventMessage.text.replace(/<@U\w+>/g, (match: string) => {
+      const userId = match.replace(/<@|>/g, '');
+      const user = userIdMap.get(userId);
+      return user ? `@${user.real_name}|${userId}` : match;
+    });
+
+    let conversationContext;
+    if (conversationInfo.is_im) {
+      const dmUser = userIdMap.get(conversationInfo.user);
+      conversationContext = `direct message with ${dmUser?.real_name}(${conversationInfo.user})`;
+    } else if (conversationInfo.is_group) {
+      conversationContext = `private channel ${conversationInfo.name}(${conversationInfo.id})`;
+    } else {
+      conversationContext = `channel ${conversationInfo.name}(${conversationInfo.id})`;
+    }
+
+    const text = `Message from user ${userIdMap.get(eventMessage.user)?.real_name}(${eventMessage.user}) in ${conversationContext} at ${eventMessage.ts}. Content: '${eventMessageText}'`;
+
+    const permalinkResponse = await axios.get(
+      `https://slack.com/api/chat.getPermalink?channel=${channel}&message_ts=${ts}`,
+      {
+        headers: { Authorization: `Bearer ${accessToken}` },
+      },
+    );
+
+    const activity = {
+      sourceURL: permalinkResponse.data.permalink,
+      text,
+      integrationAccountId: config.integrationAccountId,
+      taskId: null,
+    };
+
+    await axios.post('/api/v1/activity', activity);
+  }
+  return { message: `Processed activity from slack` };
+};
+
+function getMentionUsers(message: string): string[] {
+  const mentionUsers = message.matchAll(/<@U\w+>/g);
+  return Array.from(mentionUsers).map((match) => match[0].replace(/<@|>/g, ''));
+}
diff --git a/integrations/slack/src/index.ts b/integrations/slack/src/index.ts
new file mode 100644
index 0000000..d66ee50
--- /dev/null
+++ b/integrations/slack/src/index.ts
@@ -0,0 +1,91 @@
+// import { IntegrationPayloadEventType } from '@redplanethq/sol-sdk';
+
+import { integrationCreate } from './account-create';
+import { createActivityEvent } from './create-activity';
+import { IntegrationCLI } from './common/IntegrationCLI';
+import { IntegrationEventPayload, Spec } from '@echo/core-types';
+
+export async function run(eventPayload: IntegrationEventPayload) {
+  switch (eventPayload.event) {
+    case 'SETUP':
+      return await integrationCreate(eventPayload.eventBody, eventPayload.integrationDefinition);
+
+    case 'IDENTIFY':
+      return eventPayload.eventBody.event.user;
+
+    case 'PROCESS':
+      return createActivityEvent(eventPayload.eventBody, eventPayload.config);
+
+    case 'SYNC':
+      return { message: 'Scheduled sync completed successfully' };
+
+    default:
+      return {
+        message: `The event payload type is ${eventPayload.event}`,
+      };
+  }
+}
+
+// CLI implementation that extends the base class
+class SlackCLI extends IntegrationCLI {
+  constructor() {
+    super('slack', '1.0.0');
+  }
+
+  protected async handleEvent(eventPayload: IntegrationEventPayload): Promise<any> {
+    return await run(eventPayload);
+  }
+
+  protected async getSpec(): Promise<Spec> {
+    return {
+      name: "Slack extension",
+      key: "slack",
+      description: "Connect your workspace to Slack. Run your workflows from slack bookmarks",
+      icon: "slack",
+      mcp: {
+        command: "npx",
+        args: ["-y", "@modelcontextprotocol/server-slack"],
+        env: {
+          "SLACK_BOT_TOKEN": "${config:access_token}",
+          "SLACK_TEAM_ID": "${config:team_id}",
+          "SLACK_CHANNEL_IDS": "${config:channel_ids}"
+        }
+      },
+      auth: {
+        OAuth2: {
+          token_url: "https://slack.com/api/oauth.v2.access",
+          authorization_url: "https://slack.com/oauth/v2/authorize",
+          scopes: [
+            "stars:read",
+            "team:read",
+            "stars:write",
+            "users:read",
+            "channels:read",
+            "groups:read",
+            "im:read",
+            "im:history",
+            "mpim:read",
+            "mpim:write",
+            "mpim:history",
+            "channels:history",
+            "chat:write",
+            "reactions:read",
+            "reactions:write",
+            "users.profile:read"
+          ],
+          scope_identifier: "user_scope",
+          scope_separator: ","
+        }
+      }
+    };
+  }
+}
+
+// Define a main function and invoke it directly.
+// This works after bundling to JS and running with `node index.js`.
+function main() {
+  const slackCLI = new SlackCLI();
+  slackCLI.parse();
+}
+
+main();
diff --git a/integrations/slack/src/utils.ts b/integrations/slack/src/utils.ts
new file mode 100644
index 0000000..93a61a5
--- /dev/null
+++ b/integrations/slack/src/utils.ts
@@ -0,0 +1,32 @@
+import axios from 'axios';
+
+export interface ActivityCreate {
+  url: string;
+  text: string;
+  sourceId: string;
+  sourceURL: string;
+  integrationAccountId: string;
+}
+
+export async function getSlackTeamInfo(slackTeamId: string, accessToken: string) {
+  const response = await axios.get(`https://slack.com/api/team.info?team=${slackTeamId}`, {
+    headers: {
+      'Content-Type': 'application/json; charset=utf-8',
+      Authorization: `Bearer ${accessToken}`,
+    },
+  });
+
+  return response.data;
+}
+
+export async function getUserDetails(userIds: string[], accessToken: string) {
+  return await Promise.all(
+    userIds.map(async (userId) => {
+      const userResponse = await axios.get(`https://slack.com/api/users.info?user=${userId}`, {
+        headers: { Authorization: `Bearer ${accessToken}` },
+      });
+
+      return userResponse.data.user;
+    }),
+  );
+}
diff --git a/integrations/slack/tsconfig.json b/integrations/slack/tsconfig.json
new file mode 100644
index 0000000..81b2d79
--- /dev/null
+++ b/integrations/slack/tsconfig.json
@@ -0,0 +1,38 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "resolveJsonModule": true,
+    "outDir": "./dist",
+    "rootDir": "./src",
+
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "baseUrl": "frontend",
+    "allowJs": false,
+
+    "allowSyntheticDefaultImports": true,
+
+    "module": "esnext",
+    "moduleResolution": "node",
+
+    "isolatedModules": true,
+    "strictNullChecks": true,
+    "removeComments": true,
+    "preserveConstEnums": true,
+    "sourceMap": true,
+    "noUnusedParameters": true,
+    "noUnusedLocals": true,
+    "noImplicitReturns": true,
+    "noImplicitThis": true,
+    "noImplicitAny": true,
+    "noFallthroughCasesInSwitch": true,
+    "useUnknownInCatchVariables": false
+  },
+  "include": ["src/**/*"],
+  "exclude": ["node_modules", "build", "dist", "scripts", "acceptance-tests", "webpack", "jest"],
+  "types": ["typePatches"]
+}
diff --git a/integrations/slack/tsup.config.ts b/integrations/slack/tsup.config.ts
new file mode 100644
index 0000000..431fcf8
--- /dev/null
+++ b/integrations/slack/tsup.config.ts
@@ -0,0 +1,20 @@
+import { defineConfig } from 'tsup';
+import { dependencies } from './package.json';
+
+export default defineConfig({
+  entry: ['src/index.ts'],
+  format: ['cjs'], // or esm if you're using that
+  bundle: true,
+  target: 'node16',
+  outDir: 'bin',
+  splitting: false,
+  shims: true,
+  clean: true,
+  name: 'slack',
+  platform: 'node',
+  legacyOutput: false,
+  noExternal: Object.keys(dependencies || {}), // ⬅️ bundle all deps
+  treeshake: {
+    preset: 'recommended',
+  },
+});
diff --git a/package.json b/package.json
index 8432232..ba522b4 100644
--- a/package.json
+++ b/package.json
@@ -17,7 +17,8 @@
     "db:seed": "dotenv -- turbo run db:seed",
     "db:studio": "dotenv -- turbo run db:studio",
     "db:populate": "dotenv -- turbo run db:populate",
-    "generate": "dotenv -- turbo run generate"
+    "generate": "dotenv -- turbo run generate",
+    "trigger:dev": "dotenv -- turbo run trigger:dev"
   },
   "devDependencies": {
     "dotenv-cli": "^7.4.4",
diff --git a/packages/database/prisma/migrations/20250706093221_add_activity/migration.sql b/packages/database/prisma/migrations/20250706093221_add_activity/migration.sql
new file mode 100644
index 0000000..d08043b
--- /dev/null
+++ b/packages/database/prisma/migrations/20250706093221_add_activity/migration.sql
@@ -0,0 +1,119 @@
+-- CreateEnum
+CREATE TYPE "WebhookDeliveryStatus" AS ENUM ('SUCCESS', 'FAILED');
+
+-- CreateTable
+CREATE TABLE "Activity" (
+    "id" TEXT NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+    "deleted" TIMESTAMP(3),
+    "text" TEXT NOT NULL,
+    "sourceURL" TEXT,
+    "integrationAccountId" TEXT,
+    "rejectionReason" TEXT,
+    "workspaceId" TEXT NOT NULL,
+
+    CONSTRAINT "Activity_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "IntegrationAccount" (
+    "id" TEXT NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+    "deleted" TIMESTAMP(3),
+    "integrationConfiguration" JSONB NOT NULL,
+    "accountId" TEXT,
+    "settings" JSONB,
+    "isActive" BOOLEAN NOT NULL DEFAULT true,
+    "integratedById" TEXT NOT NULL,
+    "integrationDefinitionId" TEXT NOT NULL,
+    "workspaceId" TEXT NOT NULL,
+
+    CONSTRAINT "IntegrationAccount_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "IntegrationDefinitionV2" (
+    "id" TEXT NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+    "deleted" TIMESTAMP(3),
+    "name" TEXT NOT NULL,
+    "slug" TEXT NOT NULL,
+    "description" TEXT NOT NULL,
+    "icon" TEXT NOT NULL,
+    "config" JSONB,
+    "spec" JSONB NOT NULL DEFAULT '{}',
+    "version" TEXT,
+    "url" TEXT,
+    "workspaceId" TEXT,
+
+    CONSTRAINT "IntegrationDefinitionV2_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "WebhookConfiguration" (
+    "id" TEXT NOT NULL,
+    "url" TEXT NOT NULL,
+    "secret" TEXT,
+    "isActive" BOOLEAN NOT NULL DEFAULT true,
+    "eventTypes" TEXT[],
+    "userId" TEXT,
+    "workspaceId" TEXT,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+
+    CONSTRAINT "WebhookConfiguration_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "WebhookDeliveryLog" (
+    "id" TEXT NOT NULL,
+    "webhookConfigurationId" TEXT NOT NULL,
+    "activityId" TEXT,
+    "status" "WebhookDeliveryStatus" NOT NULL,
+    "responseStatusCode" INTEGER,
+    "responseBody" TEXT,
+    "error" TEXT,
+    "deliveredAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+
+    CONSTRAINT "WebhookDeliveryLog_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateIndex
+CREATE UNIQUE INDEX "IntegrationAccount_accountId_integrationDefinitionId_worksp_key" ON "IntegrationAccount"("accountId", "integrationDefinitionId", "workspaceId");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "IntegrationDefinitionV2_name_key" ON "IntegrationDefinitionV2"("name");
+
+-- AddForeignKey
+ALTER TABLE "Activity" ADD CONSTRAINT "Activity_integrationAccountId_fkey" FOREIGN KEY ("integrationAccountId") REFERENCES "IntegrationAccount"("id") ON DELETE SET NULL ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "Activity" ADD CONSTRAINT "Activity_workspaceId_fkey" FOREIGN KEY ("workspaceId") REFERENCES "Workspace"("id") ON DELETE RESTRICT ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "IntegrationAccount" ADD CONSTRAINT "IntegrationAccount_integratedById_fkey" FOREIGN KEY ("integratedById") REFERENCES "User"("id") ON DELETE RESTRICT ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "IntegrationAccount" ADD CONSTRAINT "IntegrationAccount_integrationDefinitionId_fkey" FOREIGN KEY ("integrationDefinitionId") REFERENCES "IntegrationDefinitionV2"("id") ON DELETE RESTRICT ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "IntegrationAccount" ADD CONSTRAINT "IntegrationAccount_workspaceId_fkey" FOREIGN KEY ("workspaceId") REFERENCES "Workspace"("id") ON DELETE RESTRICT ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "IntegrationDefinitionV2" ADD CONSTRAINT "IntegrationDefinitionV2_workspaceId_fkey" FOREIGN KEY ("workspaceId") REFERENCES "Workspace"("id") ON DELETE SET NULL ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "WebhookConfiguration" ADD CONSTRAINT "WebhookConfiguration_userId_fkey" FOREIGN KEY ("userId") REFERENCES "User"("id") ON DELETE SET NULL ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "WebhookConfiguration" ADD CONSTRAINT "WebhookConfiguration_workspaceId_fkey" FOREIGN KEY ("workspaceId") REFERENCES "Workspace"("id") ON DELETE SET NULL ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "WebhookDeliveryLog" ADD CONSTRAINT "WebhookDeliveryLog_webhookConfigurationId_fkey" FOREIGN KEY ("webhookConfigurationId") REFERENCES "WebhookConfiguration"("id") ON DELETE RESTRICT ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "WebhookDeliveryLog" ADD CONSTRAINT "WebhookDeliveryLog_activityId_fkey" FOREIGN KEY ("activityId") REFERENCES "Activity"("id") ON DELETE SET NULL ON UPDATE CASCADE;
diff --git a/packages/database/prisma/migrations/20250707105400_add_preferences/migration.sql b/packages/database/prisma/migrations/20250707105400_add_preferences/migration.sql
new file mode 100644
index 0000000..6841d3f
--- /dev/null
+++ b/packages/database/prisma/migrations/20250707105400_add_preferences/migration.sql
@@ -0,0 +1,5 @@
+-- AlterTable
+ALTER TABLE "User" ADD COLUMN     "preferences" JSONB;
+
+-- AlterTable
+ALTER TABLE "Workspace" ADD COLUMN     "preferences" JSONB;
diff --git a/packages/database/prisma/migrations/20250708000247_add_conversation/migration.sql b/packages/database/prisma/migrations/20250708000247_add_conversation/migration.sql
new file mode 100644
index 0000000..4caae51
--- /dev/null
+++ b/packages/database/prisma/migrations/20250708000247_add_conversation/migration.sql
@@ -0,0 +1,70 @@
+-- CreateEnum
+CREATE TYPE "UserType" AS ENUM ('Agent', 'User', 'System');
+
+-- CreateTable
+CREATE TABLE "Conversation" (
+    "id" TEXT NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+    "deleted" TIMESTAMP(3),
+    "unread" BOOLEAN NOT NULL DEFAULT false,
+    "title" TEXT,
+    "userId" TEXT NOT NULL,
+    "workspaceId" TEXT,
+    "status" TEXT NOT NULL DEFAULT 'pending',
+
+    CONSTRAINT "Conversation_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "ConversationHistory" (
+    "id" TEXT NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+    "deleted" TIMESTAMP(3),
+    "message" TEXT NOT NULL,
+    "userType" "UserType" NOT NULL,
+    "activityId" TEXT,
+    "context" JSONB,
+    "thoughts" JSONB,
+    "userId" TEXT,
+    "conversationId" TEXT NOT NULL,
+
+    CONSTRAINT "ConversationHistory_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "ConversationExecutionStep" (
+    "id" TEXT NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+    "deleted" TIMESTAMP(3),
+    "thought" TEXT NOT NULL,
+    "message" TEXT NOT NULL,
+    "actionId" TEXT,
+    "actionOutput" TEXT,
+    "actionInput" TEXT,
+    "actionStatus" TEXT,
+    "metadata" JSONB DEFAULT '{}',
+    "conversationHistoryId" TEXT NOT NULL,
+
+    CONSTRAINT "ConversationExecutionStep_pkey" PRIMARY KEY ("id")
+);
+
+-- AddForeignKey
+ALTER TABLE "Conversation" ADD CONSTRAINT "Conversation_userId_fkey" FOREIGN KEY ("userId") REFERENCES "User"("id") ON DELETE RESTRICT ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "Conversation" ADD CONSTRAINT "Conversation_workspaceId_fkey" FOREIGN KEY ("workspaceId") REFERENCES "Workspace"("id") ON DELETE SET NULL ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ConversationHistory" ADD CONSTRAINT "ConversationHistory_activityId_fkey" FOREIGN KEY ("activityId") REFERENCES "Activity"("id") ON DELETE SET NULL ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ConversationHistory" ADD CONSTRAINT "ConversationHistory_userId_fkey" FOREIGN KEY ("userId") REFERENCES "User"("id") ON DELETE SET NULL ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ConversationHistory" ADD CONSTRAINT "ConversationHistory_conversationId_fkey" FOREIGN KEY ("conversationId") REFERENCES "Conversation"("id") ON DELETE RESTRICT ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ConversationExecutionStep" ADD CONSTRAINT "ConversationExecutionStep_conversationHistoryId_fkey" FOREIGN KEY ("conversationHistoryId") REFERENCES "ConversationHistory"("id") ON DELETE RESTRICT ON UPDATE CASCADE;
diff --git a/packages/database/prisma/schema.prisma b/packages/database/prisma/schema.prisma
index 7035de3..2d80e73 100644
--- a/packages/database/prisma/schema.prisma
+++ b/packages/database/prisma/schema.prisma
@@ -10,6 +10,258 @@ generator client {
   previewFeatures = ["tracing"]
 }
 
+model Activity {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  text      String
+  // Used to link the task or activity to external apps
+  sourceURL String?
+
+  integrationAccount   IntegrationAccount? @relation(fields: [integrationAccountId], references: [id])
+  integrationAccountId String?
+
+  rejectionReason String?
+
+  workspace   Workspace @relation(fields: [workspaceId], references: [id])
+  workspaceId String
+
+  WebhookDeliveryLog WebhookDeliveryLog[]
+
+  ConversationHistory ConversationHistory[]
+}
+
+model AuthorizationCode {
+  id String @id @default(cuid())
+
+  code String @unique
+
+  personalAccessToken   PersonalAccessToken? @relation(fields: [personalAccessTokenId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  personalAccessTokenId String?
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+}
+
+model Conversation {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  unread Boolean @default(false)
+
+  title  String?
+  user   User    @relation(fields: [userId], references: [id])
+  userId String
+
+  workspace   Workspace? @relation(fields: [workspaceId], references: [id])
+  workspaceId String?
+
+  status String @default("pending") // Can be "pending", "running", "completed", "failed", "need_attention"
+
+  ConversationHistory ConversationHistory[]
+}
+
+model ConversationExecutionStep {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  thought String
+  message String
+
+  actionId     String?
+  actionOutput String?
+  actionInput  String?
+  actionStatus String?
+
+  metadata Json? @default("{}")
+
+  conversationHistory   ConversationHistory @relation(fields: [conversationHistoryId], references: [id])
+  conversationHistoryId String
+}
+
+model ConversationHistory {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  message  String
+  userType UserType
+
+  activity   Activity? @relation(fields: [activityId], references: [id])
+  activityId String?
+
+  context Json?
+
+  thoughts Json?
+  user     User?   @relation(fields: [userId], references: [id])
+  userId   String?
+
+  conversation              Conversation                @relation(fields: [conversationId], references: [id])
+  conversationId            String
+  ConversationExecutionStep ConversationExecutionStep[]
+}
+
+model Entity {
+  id       String @id @default(cuid())
+  name     String @unique // e.g., "User", "Issue", "Task", "Automation"
+  metadata Json // Store field definitions and their types
+
+  // Relations
+  spaceEntities SpaceEntity[]
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+}
+
+model IngestionQueue {
+  id String @id @default(cuid())
+
+  // Relations
+  space   Space?  @relation(fields: [spaceId], references: [id])
+  spaceId String?
+
+  // Queue metadata
+  data     Json // The actual data to be processed
+  output   Json? // The processed output data
+  status   IngestionStatus
+  priority Int             @default(0)
+
+  workspaceId String
+  workspace   Workspace @relation(fields: [workspaceId], references: [id])
+
+  // Error handling
+  error      String?
+  retryCount Int     @default(0)
+
+  // Timestamps
+  createdAt   DateTime  @default(now())
+  updatedAt   DateTime  @updatedAt
+  processedAt DateTime?
+}
+
+model IntegrationAccount {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  integrationConfiguration Json
+  accountId                String?
+  settings                 Json?
+  isActive                 Boolean @default(true)
+
+  integratedBy            User                    @relation(references: [id], fields: [integratedById])
+  integratedById          String
+  integrationDefinition   IntegrationDefinitionV2 @relation(references: [id], fields: [integrationDefinitionId])
+  integrationDefinitionId String
+  workspace               Workspace               @relation(references: [id], fields: [workspaceId])
+  workspaceId             String
+  Activity                Activity[]
+
+  @@unique([accountId, integrationDefinitionId, workspaceId])
+}
+
+model IntegrationDefinitionV2 {
+  id        String    @id @default(uuid())
+  createdAt DateTime  @default(now())
+  updatedAt DateTime  @updatedAt
+  deleted   DateTime?
+
+  name        String  @unique
+  slug        String
+  description String
+  icon        String
+  config      Json?
+  spec        Json    @default("{}")
+  version     String?
+  url         String?
+
+  workspace   Workspace? @relation(references: [id], fields: [workspaceId])
+  workspaceId String?
+
+  IntegrationAccount IntegrationAccount[]
+}
+
+model InvitationCode {
+  id   String @id @default(cuid())
+  code String @unique
+
+  users User[]
+
+  createdAt DateTime @default(now())
+}
+
+model PersonalAccessToken {
+  id String @id @default(cuid())
+
+  /// If generated by the CLI this will be "cli", otherwise user-provided
+  name String
+
+  /// This is the token encrypted using the ENCRYPTION_KEY
+  encryptedToken Json
+
+  /// This is shown in the UI, with ********
+  obfuscatedToken String
+
+  /// This is used to find the token in the database
+  hashedToken String @unique
+
+  user   User   @relation(fields: [userId], references: [id])
+  userId String
+
+  revokedAt      DateTime?
+  lastAccessedAt DateTime?
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
+  authorizationCodes AuthorizationCode[]
+}
+
+model Space {
+  id          String  @id @default(cuid())
+  name        String
+  description String?
+  autoMode    Boolean @default(false)
+
+  // Relations
+  user   User   @relation(fields: [userId], references: [id])
+  userId String
+
+  // Space's enabled entities
+  enabledEntities SpaceEntity[]
+
+  createdAt      DateTime         @default(now())
+  updatedAt      DateTime         @updatedAt
+  IngestionQueue IngestionQueue[]
+}
+
+model SpaceEntity {
+  id String @id @default(cuid())
+
+  // Relations
+  space   Space  @relation(fields: [spaceId], references: [id])
+  spaceId String
+
+  entity   Entity @relation(fields: [entityId], references: [id])
+  entityId String
+
+  // Custom settings for this entity in this space
+  settings Json?
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
+  @@unique([spaceId, entityId])
+}
+
 model User {
   id    String @id @default(cuid())
   email String @unique
@@ -36,10 +288,47 @@ model User {
   referralSource String?
 
   personalAccessTokens PersonalAccessToken[]
-  InvitationCode       InvitationCode?       @relation(fields: [invitationCodeId], references: [id])
+  InvitationCode       InvitationCode?        @relation(fields: [invitationCodeId], references: [id])
   invitationCodeId     String?
   Space                Space[]
   Workspace            Workspace?
+  IntegrationAccount   IntegrationAccount[]
+  WebhookConfiguration WebhookConfiguration[]
+  Conversation         Conversation[]
+  ConversationHistory  ConversationHistory[]
+}
+
+model WebhookConfiguration {
+  id          String     @id @default(cuid())
+  url         String
+  secret      String?
+  isActive    Boolean    @default(true)
+  eventTypes  String[] // List of event types this webhook is interested in, e.g. ["activity.created"]
+  user        User?      @relation(fields: [userId], references: [id])
+  userId      String?
+  workspace   Workspace? @relation(fields: [workspaceId], references: [id])
+  workspaceId String?
+  createdAt   DateTime   @default(now())
+  updatedAt   DateTime   @updatedAt
+
+  WebhookDeliveryLog WebhookDeliveryLog[]
+}
+
+model WebhookDeliveryLog {
+  id                     String               @id @default(cuid())
+  webhookConfiguration   WebhookConfiguration @relation(fields: [webhookConfigurationId], references: [id])
+  webhookConfigurationId String
+
+  activity   Activity? @relation(fields: [activityId], references: [id])
+  activityId String?
+
+  status             WebhookDeliveryStatus
+  responseStatusCode Int?
+  responseBody       String?
+  error              String?
+  deliveredAt        DateTime              @default(now())
+
+  createdAt DateTime @default(now())
 }
 
 model Workspace {
@@ -54,9 +343,14 @@ model Workspace {
 
   integrations String[]
 
-  userId         String?          @unique
-  user           User?            @relation(fields: [userId], references: [id])
-  IngestionQueue IngestionQueue[]
+  userId                  String?                   @unique
+  user                    User?                     @relation(fields: [userId], references: [id])
+  IngestionQueue          IngestionQueue[]
+  IntegrationAccount      IntegrationAccount[]
+  IntegrationDefinitionV2 IntegrationDefinitionV2[]
+  Activity                Activity[]
+  WebhookConfiguration    WebhookConfiguration[]
+  Conversation            Conversation[]
 }
 
 enum AuthenticationMethod {
@@ -64,135 +358,6 @@ enum AuthenticationMethod {
   MAGIC_LINK
 }
 
-/// Used to generate PersonalAccessTokens, they're one-time use
-model AuthorizationCode {
-  id String @id @default(cuid())
-
-  code String @unique
-
-  personalAccessToken   PersonalAccessToken? @relation(fields: [personalAccessTokenId], references: [id], onDelete: Cascade, onUpdate: Cascade)
-  personalAccessTokenId String?
-
-  createdAt DateTime @default(now())
-  updatedAt DateTime @updatedAt
-}
-
-// Used by User's to perform API actions
-model PersonalAccessToken {
-  id String @id @default(cuid())
-
-  /// If generated by the CLI this will be "cli", otherwise user-provided
-  name String
-
-  /// This is the token encrypted using the ENCRYPTION_KEY
-  encryptedToken Json
-
-  /// This is shown in the UI, with ********
-  obfuscatedToken String
-
-  /// This is used to find the token in the database
-  hashedToken String @unique
-
-  user   User   @relation(fields: [userId], references: [id])
-  userId String
-
-  revokedAt      DateTime?
-  lastAccessedAt DateTime?
-
-  createdAt DateTime @default(now())
-  updatedAt DateTime @updatedAt
-
-  authorizationCodes AuthorizationCode[]
-}
-
-model InvitationCode {
-  id   String @id @default(cuid())
-  code String @unique
-
-  users User[]
-
-  createdAt DateTime @default(now())
-}
-
-// Space model for user workspaces
-model Space {
-  id          String  @id @default(cuid())
-  name        String
-  description String?
-  autoMode    Boolean @default(false)
-
-  // Relations
-  user   User   @relation(fields: [userId], references: [id])
-  userId String
-
-  // Space's enabled entities
-  enabledEntities SpaceEntity[]
-
-  createdAt      DateTime         @default(now())
-  updatedAt      DateTime         @updatedAt
-  IngestionQueue IngestionQueue[]
-}
-
-// Entity types that can be stored in the memory plane
-model Entity {
-  id       String @id @default(cuid())
-  name     String @unique // e.g., "User", "Issue", "Task", "Automation"
-  metadata Json // Store field definitions and their types
-
-  // Relations
-  spaceEntities SpaceEntity[]
-
-  createdAt DateTime @default(now())
-  updatedAt DateTime @updatedAt
-}
-
-// Junction table for Space-Entity relationship (what entities are enabled in each space)
-model SpaceEntity {
-  id String @id @default(cuid())
-
-  // Relations
-  space   Space  @relation(fields: [spaceId], references: [id])
-  spaceId String
-
-  entity   Entity @relation(fields: [entityId], references: [id])
-  entityId String
-
-  // Custom settings for this entity in this space
-  settings Json?
-
-  createdAt DateTime @default(now())
-  updatedAt DateTime @updatedAt
-
-  @@unique([spaceId, entityId])
-}
-
-// Queue for processing ingestion tasks
-model IngestionQueue {
-  id String @id @default(cuid())
-
-  // Relations
-  space   Space?  @relation(fields: [spaceId], references: [id])
-  spaceId String?
-
-  // Queue metadata
-  data     Json // The actual data to be processed
-  output   Json? // The processed output data
-  status   IngestionStatus
-  priority Int             @default(0)
-
-  workspaceId String
-  workspace   Workspace @relation(fields: [workspaceId], references: [id])
-
-  // Error handling
-  error      String?
-  retryCount Int     @default(0)
-
-  // Timestamps
-  createdAt   DateTime  @default(now())
-  updatedAt   DateTime  @updatedAt
-  processedAt DateTime?
-}
-
 enum IngestionStatus {
   PENDING
   PROCESSING
@@ -200,3 +365,14 @@ enum IngestionStatus {
   FAILED
   CANCELLED
 }
+
+enum UserType {
+  Agent
+  User
+  System
+}
+
+enum WebhookDeliveryStatus {
+  SUCCESS
+  FAILED
+}
diff --git a/packages/sdk/.eslintrc.js b/packages/sdk/.eslintrc.js
new file mode 100644
index 0000000..bd58927
--- /dev/null
+++ b/packages/sdk/.eslintrc.js
@@ -0,0 +1,9 @@
+/** @type {import("eslint").Linter.Config} */
+module.exports = {
+  root: true,
+  extends: ['@redplanethq/eslint-config/internal.js'],
+  parser: '@typescript-eslint/parser',
+  rules: {
+    'no-redeclare': 'off',
+  },
+};
diff --git a/packages/sdk/.prettierrc.json b/packages/sdk/.prettierrc.json
new file mode 100644
index 0000000..dcb7279
--- /dev/null
+++ b/packages/sdk/.prettierrc.json
@@ -0,0 +1,4 @@
+{
+  "singleQuote": true,
+  "trailingComma": "all"
+}
\ No newline at end of file
diff --git a/packages/sdk/package.json b/packages/sdk/package.json
new file mode 100644
index 0000000..fed7b69
--- /dev/null
+++ b/packages/sdk/package.json
@@ -0,0 +1,49 @@
+{
+  "name": "@redplanethq/sol-sdk",
+  "version": "0.2.18",
+  "description": "Sol Node.JS SDK",
+  "main": "./dist/index.js",
+  "types": "./dist/index.d.ts",
+  "module": "./dist/index.mjs",
+  "publishConfig": {
+    "access": "public"
+  },
+  "files": [
+    "dist"
+  ],
+  "exports": {
+    ".": {
+      "import": {
+        "types": "./dist/index.d.mts",
+        "default": "./dist/index.mjs"
+      },
+      "require": "./dist/index.js",
+      "types": "./dist/index.d.ts"
+    },
+    "./package.json": "./package.json"
+  },
+  "scripts": {
+    "clean": "rimraf dist",
+    "build": "npm run clean && npm run build:tsup",
+    "build:tsup": "tsup --dts-resolve",
+    "typecheck": "tsc --noEmit"
+  },
+  "dependencies": {
+  },
+  "devDependencies": {
+    "@core/types": "workspace:*",
+    "@types/configstore": "^6.0.2",
+    "@types/debug": "^4.1.7",
+    "@types/node": "18",
+    "@types/slug": "^5.0.3",
+    "@types/uuid": "^9.0.0",
+    "encoding": "^0.1.13",
+    "rimraf": "^6.0.1",
+    "tsup": "^8.0.1",
+    "typescript": "^5.3.0"
+  },
+  "engines": {
+    "node": ">=18.0.0"
+  },
+  "packageManager": "pnpm@10.3.0"
+}
\ No newline at end of file
diff --git a/packages/sdk/src/index.ts b/packages/sdk/src/index.ts
new file mode 100644
index 0000000..d33aaa0
--- /dev/null
+++ b/packages/sdk/src/index.ts
@@ -0,0 +1 @@
+export * from '@core/types';
diff --git a/packages/sdk/tsconfig.json b/packages/sdk/tsconfig.json
new file mode 100644
index 0000000..baa0f20
--- /dev/null
+++ b/packages/sdk/tsconfig.json
@@ -0,0 +1,38 @@
+{
+  "$schema": "https://json.schemastore.org/tsconfig",
+  "include": ["./src/**/*.ts", "tsup.config.ts"],
+  "compilerOptions": {
+    "baseUrl": "src",
+
+    "moduleResolution": "node",
+
+    "strictNullChecks": false,
+    "preserveConstEnums": true,
+    "noUnusedParameters": true,
+    "noUnusedLocals": true,
+    "noImplicitReturns": true,
+    "noImplicitThis": true,
+    "noImplicitAny": true,
+    "noFallthroughCasesInSwitch": true,
+    "useUnknownInCatchVariables": false,
+
+    "allowSyntheticDefaultImports": true,
+    "resolveJsonModule": true,
+    "sourceMap": true,
+
+    "removeComments": true,
+    "module": "commonjs",
+    "target": "ES2022",
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "experimentalDecorators": true,
+    "emitDecoratorMetadata": true,
+    "lib": ["DOM", "DOM.Iterable"],
+    "declaration": false,
+    "declarationMap": false,
+    "stripInternal": true
+  },
+  "exclude": ["node_modules", "dist"]
+}
diff --git a/packages/sdk/tsup.config.ts b/packages/sdk/tsup.config.ts
new file mode 100644
index 0000000..81352e3
--- /dev/null
+++ b/packages/sdk/tsup.config.ts
@@ -0,0 +1,22 @@
+import { Options, defineConfig as defineConfigTSUP } from 'tsup';
+
+const options: Options = {
+  name: 'main',
+  config: 'tsconfig.json',
+  entry: ['./src/index.ts'],
+  outDir: './dist',
+  platform: 'node',
+  format: ['cjs', 'esm'],
+  legacyOutput: false,
+  sourcemap: true,
+  clean: true,
+  bundle: true,
+  splitting: false,
+  dts: true,
+  treeshake: {
+    preset: 'recommended',
+  },
+  external: ['axios'],
+};
+
+export default defineConfigTSUP(options);
diff --git a/packages/types/package.json b/packages/types/package.json
index c99387e..e27f62d 100644
--- a/packages/types/package.json
+++ b/packages/types/package.json
@@ -5,7 +5,9 @@
   "main": "./dist/index.js",
   "types": "./dist/index.d.ts",
   "dependencies": {
-    "@prisma/client": "5.4.1"
+    "@prisma/client": "5.4.1",
+    "class-transformer": "0.5.1",
+    "class-validator": "0.14.1"
   },
   "devDependencies": {
     "prisma": "5.4.1",
diff --git a/packages/types/src/conversation-execution-step/conversation-execution.entity.ts b/packages/types/src/conversation-execution-step/conversation-execution.entity.ts
new file mode 100644
index 0000000..43bdeb5
--- /dev/null
+++ b/packages/types/src/conversation-execution-step/conversation-execution.entity.ts
@@ -0,0 +1,19 @@
+export enum ActionStatusEnum {
+  ACCEPT = "ACCEPT",
+  DECLINE = "DECLINE",
+  QUESTION = "QUESTION",
+  TOOL_REQUEST = "TOOL_REQUEST",
+  SUCCESS = "SUCCESS",
+  FAILED = "FAILED",
+}
+
+export const ActionStatus = {
+  ACCEPT: "ACCEPT",
+  DECLINE: "DECLINE",
+  QUESTION: "QUESTION",
+  TOOL_REQUEST: "TOOL_REQUEST",
+  SUCCESS: "SUCCESS",
+  FAILED: "FAILED",
+};
+
+export type ActionStatus = (typeof ActionStatus)[keyof typeof ActionStatus];
diff --git a/packages/types/src/conversation-execution-step/index.ts b/packages/types/src/conversation-execution-step/index.ts
new file mode 100644
index 0000000..cb952ac
--- /dev/null
+++ b/packages/types/src/conversation-execution-step/index.ts
@@ -0,0 +1 @@
+export * from "./conversation-execution.entity";
diff --git a/packages/types/src/index.ts b/packages/types/src/index.ts
index 555ffe9..6ce7200 100644
--- a/packages/types/src/index.ts
+++ b/packages/types/src/index.ts
@@ -1,2 +1,6 @@
 export * from "./llm";
 export * from "./graph";
+export * from "./conversation-execution-step";
+export * from "./oauth";
+export * from "./integration";
+export * from "./user";
diff --git a/packages/types/src/integration.ts b/packages/types/src/integration.ts
new file mode 100644
index 0000000..e9036d8
--- /dev/null
+++ b/packages/types/src/integration.ts
@@ -0,0 +1,70 @@
+import { Spec } from "./oauth";
+
+export enum IntegrationPayloadEventType {
+  /**
+   * When a webhook is received, this event is triggered to identify which integration
+   * account the webhook belongs to
+   */
+  IDENTIFY_WEBHOOK_ACCOUNT = "identify_webhook_account",
+
+  /**
+   * Lifecycle events for integration accounts
+   */
+  INTEGRATION_ACCOUNT_CREATED = "integration_account_created",
+
+  /**
+   * When data is received from the integration source (e.g. new Slack message)
+   */
+  INTEGRATION_DATA_RECEIVED = "integration_data_received",
+
+  /**
+   * For integrations without webhook support, this event is triggered at the
+   * configured frequency to sync data
+   */
+  SCHEDULED_SYNC = "scheduled_sync",
+}
+
+export interface IntegrationEventPayload {
+  event: IntegrationPayloadEventType;
+  [x: string]: any;
+}
+
+export interface Activity {
+  id: string;
+  type: string;
+  timestamp: string;
+  data: any;
+}
+
+export interface IntegrationAccountConfig {
+  access_token: string;
+  team_id?: string;
+  channel_ids?: string;
+  [key: string]: any;
+}
+
+export interface IntegrationAccountIdentifier {
+  identifier: string;
+  type: string;
+}
+
+export interface IntegrationAccountSettings {
+  [key: string]: any;
+}
+
+export type MessageType =
+  | "Spec"
+  | "Activity"
+  | "IntegrationAccountConfig"
+  | "IntegrationAccountIdentifier"
+  | "IntegrationAccountSettings";
+
+export interface Message {
+  type: MessageType;
+  data:
+    | Spec
+    | Activity
+    | IntegrationAccountConfig
+    | IntegrationAccountIdentifier
+    | IntegrationAccountSettings;
+}
diff --git a/packages/types/src/oauth/index.ts b/packages/types/src/oauth/index.ts
new file mode 100644
index 0000000..83f99fb
--- /dev/null
+++ b/packages/types/src/oauth/index.ts
@@ -0,0 +1 @@
+export * from "./params";
diff --git a/packages/types/src/oauth/params.ts b/packages/types/src/oauth/params.ts
new file mode 100644
index 0000000..f2c423c
--- /dev/null
+++ b/packages/types/src/oauth/params.ts
@@ -0,0 +1,25 @@
+export class OAuth2Params {
+  authorization_url: string;
+  authorization_params?: Record<string, string>;
+  default_scopes?: string[];
+  scope_separator?: string;
+  scope_identifier?: string;
+  token_url: string;
+  token_params?: Record<string, string>;
+  redirect_uri_metadata?: string[];
+  token_response_metadata?: string[];
+  token_expiration_buffer?: number; // In seconds.
+  scopes?: string[];
+}
+
+export type AuthType = "OAuth2" | "APIKey";
+
+export class APIKeyParams {
+  "header_name": string;
+  "format": string;
+}
+
+export class Spec {
+  auth: Record<string, OAuth2Params | APIKeyParams>;
+  other_data?: any;
+}
diff --git a/packages/types/src/user/index.ts b/packages/types/src/user/index.ts
new file mode 100644
index 0000000..406fb3a
--- /dev/null
+++ b/packages/types/src/user/index.ts
@@ -0,0 +1,5 @@
+export enum UserTypeEnum {
+  Agent = "Agent",
+  User = "User",
+  System = "System",
+}
diff --git a/packages/types/tsconfig.json b/packages/types/tsconfig.json
index 8783927..a759bff 100644
--- a/packages/types/tsconfig.json
+++ b/packages/types/tsconfig.json
@@ -12,7 +12,10 @@
     "noEmit": false,
     "outDir": "./dist",
     "declaration": true,
-    "declarationDir": "./dist"
+    "declarationDir": "./dist",
+    "experimentalDecorators": true,
+    "emitDecoratorMetadata": true,
+    "strictPropertyInitialization": false
   },
   "exclude": ["node_modules", "dist"]
 }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 5d36452..7aa64c5 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -13,7 +13,7 @@ importers:
         version: 2.26.2
       '@remix-run/changelog-github':
         specifier: ^0.0.5
-        version: 0.0.5
+        version: 0.0.5(encoding@0.1.13)
     devDependencies:
       dotenv-cli:
         specifier: ^7.4.4
@@ -30,6 +30,12 @@ importers:
 
   apps/webapp:
     dependencies:
+      '@ai-sdk/anthropic':
+        specifier: ^1.2.12
+        version: 1.2.12(zod@3.23.8)
+      '@ai-sdk/google':
+        specifier: ^1.2.22
+        version: 1.2.22(zod@3.23.8)
       '@ai-sdk/openai':
         specifier: ^1.3.21
         version: 1.3.22(zod@3.23.8)
@@ -51,6 +57,9 @@ importers:
       '@mjackson/headers':
         specifier: 0.11.1
         version: 0.11.1
+      '@modelcontextprotocol/sdk':
+        specifier: 1.13.2
+        version: 1.13.2
       '@nichtsam/remix-auth-email-link':
         specifier: 3.0.0
         version: 3.0.0(remix-auth@4.2.0)
@@ -147,12 +156,51 @@ importers:
       '@tanstack/react-table':
         specifier: ^8.13.2
         version: 8.21.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@tiptap/extension-document':
+        specifier: ^2.11.9
+        version: 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-hard-break':
+        specifier: ^2.11.9
+        version: 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-history':
+        specifier: ^2.11.9
+        version: 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-paragraph':
+        specifier: ^2.11.9
+        version: 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-text':
+        specifier: ^2.11.9
+        version: 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/pm':
+        specifier: ^2.11.9
+        version: 2.25.0
+      '@tiptap/react':
+        specifier: ^2.11.9
+        version: 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@tiptap/starter-kit':
+        specifier: 2.11.9
+        version: 2.11.9
+      '@trigger.dev/react-hooks':
+        specifier: ^4.0.0-v4-beta.22
+        version: 4.0.0-v4-beta.22(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@trigger.dev/sdk':
+        specifier: ^4.0.0-v4-beta.22
+        version: 4.0.0-v4-beta.22(ai@4.3.14(react@18.3.1)(zod@3.23.8))(zod@3.23.8)
       ai:
         specifier: 4.3.14
         version: 4.3.14(react@18.3.1)(zod@3.23.8)
+      axios:
+        specifier: ^1.10.0
+        version: 1.10.0
       bullmq:
         specifier: ^5.53.2
         version: 5.53.2
+      class-transformer:
+        specifier: 0.5.1
+        version: 0.5.1
+      class-validator:
+        specifier: 0.14.1
+        version: 0.14.1
       class-variance-authority:
         specifier: ^0.7.1
         version: 0.7.1
@@ -177,9 +225,30 @@ importers:
       emails:
         specifier: workspace:*
         version: link:../../packages/emails
+      execa:
+        specifier: ^9.6.0
+        version: 9.6.0
       express:
         specifier: ^4.18.1
         version: 4.21.2
+      fast-sort:
+        specifier: ^3.4.0
+        version: 3.4.1
+      graphology:
+        specifier: ^0.26.0
+        version: 0.26.0(graphology-types@0.24.8)
+      graphology-layout-force:
+        specifier: ^0.2.4
+        version: 0.2.4(graphology-types@0.24.8)
+      graphology-layout-forceatlas2:
+        specifier: ^0.10.1
+        version: 0.10.1(graphology-types@0.24.8)
+      graphology-layout-noverlap:
+        specifier: ^0.4.2
+        version: 0.4.2(graphology-types@0.24.8)
+      handlebars:
+        specifier: ^4.7.8
+        version: 4.7.8
       ioredis:
         specifier: ^5.6.1
         version: 5.6.1
@@ -204,6 +273,9 @@ importers:
       non.geist:
         specifier: ^1.0.2
         version: 1.0.4
+      novel:
+        specifier: ^1.0.2
+        version: 1.0.2(@tiptap/extension-code-block@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0))(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(highlight.js@11.11.1)(lowlight@3.3.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       ollama-ai-provider:
         specifier: 1.2.0
         version: 1.2.0(zod@3.23.8)
@@ -237,6 +309,15 @@ importers:
       remix-utils:
         specifier: ^7.7.0
         version: 7.7.0(@remix-run/node@2.1.0(typescript@5.8.3))(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/router@1.23.0)(crypto-js@4.2.0)(react@18.3.1)(zod@3.23.8)
+      sdk:
+        specifier: link:@modelcontextprotocol/sdk
+        version: link:@modelcontextprotocol/sdk
+      sigma:
+        specifier: ^3.0.2
+        version: 3.0.2(graphology-types@0.24.8)
+      simple-oauth2:
+        specifier: ^5.1.0
+        version: 5.1.0
       tailwind-merge:
         specifier: ^2.6.0
         version: 2.6.0
@@ -264,7 +345,7 @@ importers:
     devDependencies:
       '@remix-run/dev':
         specifier: 2.16.7
-        version: 2.16.7(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/serve@2.16.7(typescript@5.8.3))(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(typescript@5.8.3)(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))(yaml@2.8.0)
+        version: 2.16.7(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/serve@2.16.7(typescript@5.8.3))(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(typescript@5.8.3)(vite@6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))(yaml@2.8.0)
       '@remix-run/eslint-config':
         specifier: 2.16.7
         version: 2.16.7(eslint@8.57.1)(react@18.3.1)(typescript@5.8.3)
@@ -279,7 +360,10 @@ importers:
         version: 0.5.16(tailwindcss@4.1.7)
       '@tailwindcss/vite':
         specifier: ^4.1.7
-        version: 4.1.9(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))
+        version: 4.1.9(vite@6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))
+      '@trigger.dev/build':
+        specifier: ^4.0.0-v4-beta.22
+        version: 4.0.0-v4-beta.22(typescript@5.8.3)
       '@types/compression':
         specifier: ^1.7.2
         version: 1.8.1
@@ -298,6 +382,12 @@ importers:
       '@types/react-dom':
         specifier: ^18.2.7
         version: 18.3.7(@types/react@18.2.69)
+      '@types/react-virtualized':
+        specifier: ^9.22.0
+        version: 9.22.2
+      '@types/simple-oauth2':
+        specifier: ^5.0.7
+        version: 5.0.7
       '@typescript-eslint/eslint-plugin':
         specifier: ^6.7.4
         version: 6.21.0(@typescript-eslint/parser@6.21.0(eslint@8.57.1)(typescript@5.8.3))(eslint@8.57.1)(typescript@5.8.3)
@@ -366,10 +456,16 @@ importers:
         version: 5.8.3
       vite:
         specifier: ^6.0.0
-        version: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+        version: 6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
       vite-tsconfig-paths:
         specifier: ^4.2.1
-        version: 4.3.2(typescript@5.8.3)(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))
+        version: 4.3.2(typescript@5.8.3)(vite@6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))
+
+  core/types:
+    devDependencies:
+      typescript:
+        specifier: ^5.0.0
+        version: 5.8.3
 
   packages/database:
     dependencies:
@@ -406,7 +502,7 @@ importers:
         version: 18.3.1
       react-email:
         specifier: ^2.1.1
-        version: 2.1.6(@opentelemetry/api@1.9.0)(@swc/helpers@0.5.2)(eslint@8.57.1)
+        version: 2.1.6(@opentelemetry/api@1.9.0)(@swc/helpers@0.5.17)(eslint@8.57.1)
       resend:
         specifier: ^3.2.0
         version: 3.5.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -424,11 +520,50 @@ importers:
         specifier: 18.2.69
         version: 18.2.69
 
+  packages/sdk:
+    devDependencies:
+      '@core/types':
+        specifier: workspace:*
+        version: link:../types
+      '@types/configstore':
+        specifier: ^6.0.2
+        version: 6.0.2
+      '@types/debug':
+        specifier: ^4.1.7
+        version: 4.1.12
+      '@types/node':
+        specifier: '18'
+        version: 18.19.115
+      '@types/slug':
+        specifier: ^5.0.3
+        version: 5.0.9
+      '@types/uuid':
+        specifier: ^9.0.0
+        version: 9.0.8
+      encoding:
+        specifier: ^0.1.13
+        version: 0.1.13
+      rimraf:
+        specifier: ^6.0.1
+        version: 6.0.1
+      tsup:
+        specifier: ^8.0.1
+        version: 8.5.0(@swc/core@1.3.101(@swc/helpers@0.5.17))(jiti@2.4.2)(postcss@8.5.5)(typescript@5.8.3)(yaml@2.8.0)
+      typescript:
+        specifier: ^5.3.0
+        version: 5.8.3
+
   packages/types:
     dependencies:
       '@prisma/client':
         specifier: 5.4.1
         version: 5.4.1(prisma@5.4.1)
+      class-transformer:
+        specifier: 0.5.1
+        version: 0.5.1
+      class-validator:
+        specifier: 0.14.1
+        version: 0.14.1
     devDependencies:
       esbuild:
         specifier: ^0.25.5
@@ -442,6 +577,18 @@ importers:
 
 packages:
 
+  '@ai-sdk/anthropic@1.2.12':
+    resolution: {integrity: sha512-YSzjlko7JvuiyQFmI9RN1tNZdEiZxc+6xld/0tq/VkJaHpEzGAb1yiNxxvmYVcjvfu/PcvCxAAYXmTYQQ63IHQ==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.0.0
+
+  '@ai-sdk/google@1.2.22':
+    resolution: {integrity: sha512-Ppxu3DIieF1G9pyQ5O1Z646GYR0gkC57YdBqXJ82qvCdhEhZHu0TWhmnOoeIWe2olSbuDeoOY+MfJrW8dzS3Hw==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.0.0
+
   '@ai-sdk/openai@1.3.22':
     resolution: {integrity: sha512-QwA+2EkG0QyjVR+7h6FE7iOu2ivNqAVMm9UJZkVxxTk5OIq5fFJDTEI/zICEMuHImTTXR2JjsL6EirJ28Jc4cw==}
     engines: {node: '>=18'}
@@ -778,6 +925,12 @@ packages:
     resolution: {integrity: sha512-ETyHEk2VHHvl9b9jZP5IHPavHYk57EhanlRRuae9XCpb/j5bDCbPPMOBfCWhnl/7EDJz0jEMCi/RhccCE8r1+Q==}
     engines: {node: '>=6.9.0'}
 
+  '@bugsnag/cuid@3.2.1':
+    resolution: {integrity: sha512-zpvN8xQ5rdRWakMd/BcVkdn2F8HKlDSbM3l7duueK590WmI1T0ObTLc1V/1e55r14WNjPd5AJTYX4yPEAFVi+Q==}
+
+  '@cfcs/core@0.0.6':
+    resolution: {integrity: sha512-FxfJMwoLB8MEMConeXUCqtMGqxdtePQxRBOiGip9ULcYYam3WfCgoY6xdnMaSkYvRvmosp5iuG+TiPofm65+Pw==}
+
   '@changesets/apply-release-plan@6.1.4':
     resolution: {integrity: sha512-FMpKF1fRlJyCZVYHr3CbinpZZ+6MwvOtWUuO8uo+svcATEoc1zRDcj23pAurJ2TZ/uVz1wFHH6K3NlACy0PLew==}
 
@@ -850,10 +1003,28 @@ packages:
       '@conform-to/dom': 0.6.3
       zod: ^3.21.0
 
+  '@daybrush/utils@1.13.0':
+    resolution: {integrity: sha512-ALK12C6SQNNHw1enXK+UO8bdyQ+jaWNQ1Af7Z3FNxeAwjYhQT7do+TRE4RASAJ3ObaS2+TJ7TXR3oz2Gzbw0PQ==}
+
   '@edgefirst-dev/data@0.0.4':
     resolution: {integrity: sha512-VLhlvEPDJ0Sd0pE6sAYTQkIqZCXVonaWlgRJIQQHzfjTXCadF77qqHj5NxaPSc4wCul0DJO/0MnejVqJAXUiRg==}
     engines: {node: '>=20.0.0'}
 
+  '@egjs/agent@2.4.4':
+    resolution: {integrity: sha512-cvAPSlUILhBBOakn2krdPnOGv5hAZq92f1YHxYcfu0p7uarix2C6Ia3AVizpS1SGRZGiEkIS5E+IVTLg1I2Iog==}
+
+  '@egjs/children-differ@1.0.1':
+    resolution: {integrity: sha512-DRvyqMf+CPCOzAopQKHtW+X8iN6Hy6SFol+/7zCUiE5y4P/OB8JP8FtU4NxtZwtafvSL4faD5KoQYPj3JHzPFQ==}
+
+  '@egjs/component@3.0.5':
+    resolution: {integrity: sha512-cLcGizTrrUNA2EYE3MBmEDt2tQv1joVP1Q3oDisZ5nw0MZDx2kcgEXM+/kZpfa/PAkFvYVhRUZwytIQWoN3V/w==}
+
+  '@egjs/list-differ@1.0.1':
+    resolution: {integrity: sha512-OTFTDQcWS+1ZREOdCWuk5hCBgYO4OsD30lXcOCyVOAjXMhgL5rBRDnt/otb6Nz8CzU0L/igdcaQBDLWc4t9gvg==}
+
+  '@electric-sql/client@1.0.0-beta.1':
+    resolution: {integrity: sha512-Ei9jN3pDoGzc+a/bGqnB5ajb52IvSv7/n2btuyzUlcOHIR2kM9fqtYTJXPwZYKLkGZlHWlpHgWyRtrinkP2nHg==}
+
   '@emnapi/core@1.4.3':
     resolution: {integrity: sha512-4m62DuCE07lw01soJwPiBGC0nAww0Q+RY70VZ+n49yDIO13yyinhbWCeNnaob0lakDtWQzSdtNWzJeOJt2ma+g==}
 
@@ -1466,6 +1637,37 @@ packages:
   '@fullhuman/postcss-purgecss@2.3.0':
     resolution: {integrity: sha512-qnKm5dIOyPGJ70kPZ5jiz0I9foVOic0j+cOzNDoo8KoCf6HjicIZ99UfO2OmE7vCYSKAAepEwJtNzpiiZAh9xw==}
 
+  '@google-cloud/precise-date@4.0.0':
+    resolution: {integrity: sha512-1TUx3KdaU3cN7nfCdNf+UVqA/PSX29Cjcox3fZZBtINlRrXVTmUkQnCKv2MbBUbCopbK4olAT1IHl76uZyCiVA==}
+    engines: {node: '>=14.0.0'}
+
+  '@grpc/grpc-js@1.13.4':
+    resolution: {integrity: sha512-GsFaMXCkMqkKIvwCQjCrwH+GHbPKBjhwo/8ZuUkWHqbI73Kky9I+pQltrlT0+MWpedCoosda53lgjYfyEPgxBg==}
+    engines: {node: '>=12.10.0'}
+
+  '@grpc/proto-loader@0.7.15':
+    resolution: {integrity: sha512-tMXdRCfYVixjuFK+Hk0Q1s38gV9zDiDJfWL3h1rv4Qc39oILCu1TRTDt7+fGUI8K4G1Fj125Hx/ru3azECWTyQ==}
+    engines: {node: '>=6'}
+    hasBin: true
+
+  '@hapi/boom@10.0.1':
+    resolution: {integrity: sha512-ERcCZaEjdH3OgSJlyjVk8pHIFeus91CjKP3v+MpgBNp5IvGzP2l/bRiD78nqYcKPaZdbKkK5vDBVPd2ohHBlsA==}
+
+  '@hapi/bourne@3.0.0':
+    resolution: {integrity: sha512-Waj1cwPXJDucOib4a3bAISsKJVb15MKi9IvmTI/7ssVEm6sywXGjVJDhl6/umt1pK1ZS7PacXU3A1PmFKHEZ2w==}
+
+  '@hapi/hoek@11.0.7':
+    resolution: {integrity: sha512-HV5undWkKzcB4RZUusqOpcgxOaq6VOAH7zhhIr2g3G8NF/MlFO75SjOr2NfuSx0Mh40+1FqCkagKLJRykUWoFQ==}
+
+  '@hapi/hoek@9.3.0':
+    resolution: {integrity: sha512-/c6rf4UJlmHlC9b5BaNvzAcFv7HZ2QHaV0D4/HNlBdvFnvQq8RI4kYdhyPCl7Xj+oWvTWQ8ujhqS53LIgAe6KQ==}
+
+  '@hapi/topo@5.1.0':
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+
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+
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+    engines: {node: '>=18'}
+
   '@msgpackr-extract/msgpackr-extract-darwin-arm64@3.0.3':
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     cpu: [arm64]
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+    engines: {node: '>=14'}
+
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     engines: {node: '>=8.0.0'}
 
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+    engines: {node: '>=14'}
+    peerDependencies:
+      '@opentelemetry/api': '>=1.0.0 <1.10.0'
+
+  '@opentelemetry/semantic-conventions@1.25.1':
+    resolution: {integrity: sha512-ZDjMJJQRlyk8A1KZFCc+bCbsyrn1wTwdNt56F7twdfUfnHUZUq77/WfONCj8p72NZOyP7pNTdUWSTYC3GTbuuQ==}
+    engines: {node: '>=14'}
+
+  '@opentelemetry/semantic-conventions@1.28.0':
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+    engines: {node: '>=14'}
+
   '@oslojs/asn1@1.0.0':
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@@ -1691,6 +2035,9 @@ packages:
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     engines: {node: '>=14'}
 
+  '@popperjs/core@2.11.8':
+    resolution: {integrity: sha512-P1st0aksCrn9sGZhp8GMYwBnQsbvAWsZAX44oXNNvLHGqAOcoVxmjZiohstwQ7SqKnbR47akdNi+uleWD8+g6A==}
+
   '@prisma/client@5.4.1':
     resolution: {integrity: sha512-xyD0DJ3gRNfLbPsC+YfMBBuLJtZKQfy1OD2qU/PZg+HKrr7SO+09174LMeTlWP0YF2wca9LxtVd4HnAiB5ketQ==}
     engines: {node: '>=16.13'}
@@ -1706,6 +2053,36 @@ packages:
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+    resolution: {integrity: sha512-j+gKExEuLmKwvz3OgROXtrJ2UG2x8Ch2YZUxahh+s1F2HZ+wAceUNLkvy6zKCPVRkU++ZWQrdxsUeQXmcg4uoQ==}
+
+  '@protobufjs/base64@1.1.2':
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+
+  '@protobufjs/codegen@2.0.4':
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+
+  '@protobufjs/eventemitter@1.1.0':
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+  '@protobufjs/inquire@1.1.0':
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+
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+
+  '@protobufjs/pool@1.1.0':
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+
+  '@protobufjs/utf8@1.1.0':
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+
   '@radix-ui/colors@1.0.1':
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@@ -2665,6 +3042,9 @@ packages:
     peerDependencies:
       react: 18.2.0
 
+  '@remirror/core-constants@3.0.0':
+    resolution: {integrity: sha512-42aWfPrimMfDKDi4YegyS7x+/0tlzaqwPQCULLanv3DMIlu96KTJR0fM5isWX2UViOqlGnX6YFgqWepcX+XMNg==}
+
   '@remix-run/changelog-github@0.0.5':
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+    resolution: {integrity: sha512-3O8daaZD9VXA9CP3dra6xcgt/qrm0mg0xJCwiX6druCteQ9FFsXffkF8PrqxY4Z4VJ58fFKEa0RlKqbsi/XnRA==}
+
+  '@scena/event-emitter@1.0.5':
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+
+  '@scena/matrix@1.1.1':
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+
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+
+  '@sideway/formula@3.0.1':
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+
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+
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+    engines: {node: '>=18'}
+
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@@ -3191,6 +3596,9 @@ packages:
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+
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     engines: {node: '>=12'}
 
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+      react-dom: ^18.0 || ^19.0 || ^19.0.0-rc
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+    engines: {node: '>=18.20.0'}
+    peerDependencies:
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+      zod: ^3.0.0
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+  '@types/configstore@6.0.2':
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+
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+
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+
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+
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+
+  '@types/mdurl@2.0.0':
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+
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+    resolution: {integrity: sha512-kNrFiTgG4a9JAn1LMQeLOv3MvXIPokzXziohMrMsvpYgLpdEt/mMiVYc4sGKtDfyxM5gIDF4VgrPRyCw4fHOYg==}
+
+  '@types/node@22.16.0':
+    resolution: {integrity: sha512-B2egV9wALML1JCpv3VQoQ+yesQKAmNMBIAY7OteVrikcOcAkWm+dGL6qpeCktPjAv6N1JLnhbNiqS35UpFyBsQ==}
+
   '@types/node@24.0.0':
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@@ -3532,6 +4190,9 @@ packages:
     peerDependencies:
       '@types/react': ^18.0.0
 
+  '@types/react-virtualized@9.22.2':
+    resolution: {integrity: sha512-0Eg/ME3OHYWGxs+/n4VelfYrhXssireZaa1Uqj5SEkTpSaBu5ctFGOCVxcOqpGXRiEdrk/7uho9tlZaryCIjHA==}
+
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+  '@types/shimmer@1.2.0':
+    resolution: {integrity: sha512-UE7oxhQLLd9gub6JKIAhDq06T0F6FnztwMNRvYgjeQSBeMc1ZG/tA47EwfduvkuQS8apbkM/lpLpWsaCeYsXVg==}
+
+  '@types/simple-oauth2@5.0.7':
+    resolution: {integrity: sha512-8JbWVJbiTSBQP/7eiyGKyXWAqp3dKQZpaA+pdW16FCi32ujkzRMG8JfjoAzdWt6W8U591ZNdHcPtP2D7ILTKuA==}
+
+  '@types/slug@5.0.9':
+    resolution: {integrity: sha512-6Yp8BSplP35Esa/wOG1wLNKiqXevpQTEF/RcL/NV6BBQaMmZh4YlDwCgrrFSoUE4xAGvnKd5c+lkQJmPrBAzfQ==}
+
   '@types/unist@2.0.11':
     resolution: {integrity: sha512-CmBKiL6NNo/OqgmMn95Fk9Whlp2mtvIv+KNpQKN2F4SjvrEesubTRWGYSg+BnWZOnlCaSTU1sMpsBOzgbYhnsA==}
 
+  '@types/unist@3.0.3':
+    resolution: {integrity: sha512-ko/gIFJRv177XgZsZcBwnqJN5x/Gien8qNOn0D5bQU/zAzVf9Zt3BlcUiLqhV9y4ARk0GbT3tnUiPNgnTXzc/Q==}
+
+  '@types/use-sync-external-store@0.0.6':
+    resolution: {integrity: sha512-zFDAD+tlpf2r4asuHEj0XH6pY6i0g5NeAHPn+15wk3BV6JA69eERFXC1gyGThDkVa1zCyKr5jox1+2LbV/AMLg==}
+
+  '@types/uuid@9.0.8':
+    resolution: {integrity: sha512-jg+97EGIcY9AGHJJRaaPVgetKDsrTgbRjQ5Msgjh/DQKEFl0DtyRr/VCOyD1T2R1MNeWPK/u7JoGhlDZnKBAfA==}
+
+  '@types/validator@13.15.2':
+    resolution: {integrity: sha512-y7pa/oEJJ4iGYBxOpfAKn5b9+xuihvzDVnC/OSvlVnGxVg0pOqmjiMafiJ1KVNQEaPZf9HsEp5icEwGg8uIe5Q==}
+
   '@types/webpack@5.28.5':
     resolution: {integrity: sha512-wR87cgvxj3p6D0Crt1r5avwqffqPXUkNlnQ1mjU93G7gCuFjufZR4I6j8cz5g1F1tTYpfOOFvly+cmIQwL9wvw==}
 
@@ -3851,6 +4533,15 @@ packages:
     resolution: {integrity: sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==}
     engines: {node: '>= 0.6'}
 
+  accepts@2.0.0:
+    resolution: {integrity: sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==}
+    engines: {node: '>= 0.6'}
+
+  acorn-import-attributes@1.9.5:
+    resolution: {integrity: sha512-n02Vykv5uA3eHGM/Z2dQrcD56kL8TyDb2p1+0P83PClMnC/nc+anbQRhIOWnSq4Ke/KvDPrY3C9hDtC/A3eHnQ==}
+    peerDependencies:
+      acorn: ^8
+
   acorn-jsx@5.3.2:
     resolution: {integrity: sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ==}
     peerDependencies:
@@ -4018,6 +4709,9 @@ packages:
     resolution: {integrity: sha512-hsU18Ae8CDTR6Kgu9DYf0EbCr/a5iGL0rytQDobUcdpYOKokk8LEjVphnXkDkgpi0wYVsqrXuP0bZxJaTqdgoA==}
     engines: {node: '>= 0.4'}
 
+  asynckit@0.4.0:
+    resolution: {integrity: sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==}
+
   autoprefixer@10.4.14:
     resolution: {integrity: sha512-FQzyfOsTlwVzjHxKEqRIAdJx9niO6VCBCoEwax/VLSoQF29ggECcPuBqUMZ+u8jCZOPSy8b8/8KnuFbp0SaFZQ==}
     engines: {node: ^10 || ^12 || >=14}
@@ -4044,6 +4738,9 @@ packages:
     resolution: {integrity: sha512-Xm7bpRXnDSX2YE2YFfBk2FnF0ep6tmG7xPh8iHee8MIcrgq762Nkce856dYtJYLkuIoYZvGfTs/PbZhideTcEg==}
     engines: {node: '>=4'}
 
+  axios@1.10.0:
+    resolution: {integrity: sha512-/1xYAC4MP/HEG+3duIhFr4ZQXR4sQXOIe+o6sdqzeykGLx6Upp/1p8MHqhINOvGeP7xyNHe7tsiJByc4SSVUxw==}
+
   axobject-query@4.1.0:
     resolution: {integrity: sha512-qIj0G9wZbMGNLjLmg1PT6v2mE9AH2zlnADJD/2tC6E00hgmhUOfEB6greHPAfLRSufHqROIUTkw6E+M3lH0PTQ==}
     engines: {node: '>= 0.4'}
@@ -4077,6 +4774,9 @@ packages:
     resolution: {integrity: sha512-Ceh+7ox5qe7LJuLHoY0feh3pHuUDHAcRUeyL2VYghZwfpkNIy/+8Ocg0a3UuSoYzavmylwuLWQOf3hl0jjMMIw==}
     engines: {node: '>=8'}
 
+  bintrees@1.0.2:
+    resolution: {integrity: sha512-VOMgTMwjAaUG580SXn3LacVgjurrbMme7ZZNYGSSV7mmtY6QQRh0Eg3pwIcntQ77DErK1L0NxkbetjcoXzVwKw==}
+
   bl@4.1.0:
     resolution: {integrity: sha512-1W07cM9gS6DcLperZfFSj+bWLtaPGSOHWhPiGzXmvVJbRLdG82sH/Kn8EtW1VqWVA54AKf2h5k5BbnIbwF3h6w==}
 
@@ -4084,6 +4784,10 @@ packages:
     resolution: {integrity: sha512-7rAxByjUMqQ3/bHJy7D6OGXvx/MMc4IqBn/X0fcM1QUcAItpZrBEYhWGem+tzXH90c+G01ypMcYJBO9Y30203g==}
     engines: {node: '>= 0.8', npm: 1.2.8000 || >= 1.4.16}
 
+  body-parser@2.2.0:
+    resolution: {integrity: sha512-02qvAaxv8tp7fBa/mw1ga98OGm+eCbqzJOKoRt70sLmfEEi+jyBYVTDGfCL/k06/4EMk/z01gCe7HoCH/f2LTg==}
+    engines: {node: '>=18'}
+
   bowser@2.11.0:
     resolution: {integrity: sha512-AlcaJBi/pqqJBIQ8U9Mcpc9i8Aqxn88Skv5d+xBX006BY5u8N3mGLHa5Lgppa7L/HfwgwLgZ6NYs+Ag6uUmJRA==}
 
@@ -4124,6 +4828,12 @@ packages:
   bullmq@5.53.2:
     resolution: {integrity: sha512-xHgxrP/yNJHD7VCw1h+eRBh+2TCPBCM39uC9gCyksYc6ufcJP+HTZ/A2lzB2x7qMFWrvsX7tM40AT2BmdkYL/Q==}
 
+  bundle-require@5.1.0:
+    resolution: {integrity: sha512-3WrrOuZiyaaZPWiEt4G3+IffISVC9HYlWueJEBWED4ZH4aIAC2PnkdnuRrR94M+w6yGWn4AglWtJtBI8YqvgoA==}
+    engines: {node: ^12.20.0 || ^14.13.1 || >=16.0.0}
+    peerDependencies:
+      esbuild: '>=0.18'
+
   busboy@1.6.0:
     resolution: {integrity: sha512-8SFQbg/0hQ9xy3UNTB0YEnsNBbWfhf7RtnzpL7TkBiTBRfrQ9Fxcnz7VJsleJpyp6rVLvXiuORqjlHi5q+PYuA==}
     engines: {node: '>=10.16.0'}
@@ -4209,6 +4919,10 @@ packages:
     resolution: {integrity: sha512-7VT13fmjotKpGipCW9JEQAusEPE+Ei8nl6/g4FBAmIm0GOOLMua9NDDo/DWp0ZAxCr3cPq5ZpBqmPAQgDda2Pw==}
     engines: {node: '>= 8.10.0'}
 
+  chokidar@4.0.3:
+    resolution: {integrity: sha512-Qgzu8kfBvo+cA4962jnP1KkS6Dop5NS6g7R5LFYJr4b8Ub94PPQXUksCw9PvXoeXPRRddRNC5C1JQUR2SMGtnA==}
+    engines: {node: '>= 14.16.0'}
+
   chownr@1.1.4:
     resolution: {integrity: sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg==}
 
@@ -4228,6 +4942,15 @@ packages:
     resolution: {integrity: sha512-NIxF55hv4nSqQswkAeiOi1r83xy8JldOFDTWiug55KBu9Jnblncd2U6ViHmYgHf01TPZS77NJBhBMKdWj9HQMQ==}
     engines: {node: '>=8'}
 
+  cjs-module-lexer@1.4.3:
+    resolution: {integrity: sha512-9z8TZaGM1pfswYeXrUpzPrkx8UnWYdhJclsiYMm6x/w5+nN+8Tf/LnAgfLGQCm59qAOxU8WwHEq2vNwF6i4j+Q==}
+
+  class-transformer@0.5.1:
+    resolution: {integrity: sha512-SQa1Ws6hUbfC98vKGxZH3KFY0Y1lm5Zm0SY8XX9zbK7FJCyVEac3ATW0RIpwzW+oOfmHE5PMPufDG9hCfoEOMw==}
+
+  class-validator@0.14.1:
+    resolution: {integrity: sha512-2VEG9JICxIqTpoK1eMzZqaV+u/EiwEJkMGzTrZf6sU/fwsnOITVgYJ8yojSy6CaXtO9V0Cc6ZQZ8h8m4UBuLwQ==}
+
   class-variance-authority@0.7.1:
     resolution: {integrity: sha512-Ka+9Trutv7G8M6WT6SeiRWz792K5qEqIGEGzXKhAE6xOWAY6pPH8U+9IY3oCMv6kqTmLsv7Xh/2w2RigkePMsg==}
 
@@ -4273,6 +4996,12 @@ packages:
     resolution: {integrity: sha512-RMr0FhtfXemyinomL4hrWcYJxmX6deFdCxpJzhDttxgO1+bcCnkk+9drydLVDmAMG7NE6aN/fl4F7ucU/90gAA==}
     engines: {node: '>=0.10.0'}
 
+  cmdk@1.1.1:
+    resolution: {integrity: sha512-Vsv7kFaXm+ptHDMZ7izaRsP70GgrW9NBNGswt9OZaVBLlE0SNpDq8eu/VGXyF9r7M0azK3Wy7OlYXsuyYLFzHg==}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      react-dom: ^18 || ^19 || ^19.0.0-rc
+
   color-convert@1.9.3:
     resolution: {integrity: sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==}
 
@@ -4292,6 +5021,10 @@ packages:
   color@3.2.1:
     resolution: {integrity: sha512-aBl7dZI9ENN6fUGC7mWpMTPNHmWUSNan9tuWN6ahh5ZLNk9baLJOnSMlrQkHcrfFgz2/RigjUVAjdx36VcemKA==}
 
+  combined-stream@1.0.8:
+    resolution: {integrity: sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==}
+    engines: {node: '>= 0.8'}
+
   comma-separated-tokens@2.0.3:
     resolution: {integrity: sha512-Fu4hJdvzeylCfQPp9SGWidpzrMs7tTrlu6Vb8XGaRGck8QSNZJJp538Wrb60Lax4fPwR64ViY468OIUTbRlGZg==}
 
@@ -4318,6 +5051,10 @@ packages:
     resolution: {integrity: sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw==}
     engines: {node: '>= 10'}
 
+  commander@8.3.0:
+    resolution: {integrity: sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww==}
+    engines: {node: '>= 12'}
+
   compressible@2.0.18:
     resolution: {integrity: sha512-AF3r7P5dWxL8MxyITRMlORQNaOA2IkAFaTr4k7BUumjPtRpGDTZpl0Pb1XCO6JeDCBdp126Cgs9sMxqSjgYyRg==}
     engines: {node: '>= 0.6'}
@@ -4338,10 +5075,18 @@ packages:
   config-chain@1.1.13:
     resolution: {integrity: sha512-qj+f8APARXHrM0hraqXYb2/bOVSV4PvJQlNZ/DVj0QrmNM2q2euizkeuVckQ57J+W0mRH6Hvi+k50M4Jul2VRQ==}
 
+  consola@3.4.2:
+    resolution: {integrity: sha512-5IKcdX0nnYavi6G7TtOhwkYzyjfJlatbjMjuLSfE2kYT5pMDOilZ4OvMhi637CcDICTmz3wARPoyhqyX1Y+XvA==}
+    engines: {node: ^14.18.0 || >=16.10.0}
+
   content-disposition@0.5.4:
     resolution: {integrity: sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==}
     engines: {node: '>= 0.6'}
 
+  content-disposition@1.0.0:
+    resolution: {integrity: sha512-Au9nRL8VNUut/XSzbQA38+M78dzP4D+eqg3gfJHMIHHYa3bg067xj1KxMUWj+VULbiZMowKngFFbKczUrNJ1mg==}
+    engines: {node: '>= 0.6'}
+
   content-type@1.0.5:
     resolution: {integrity: sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==}
     engines: {node: '>= 0.6'}
@@ -4368,6 +5113,10 @@ packages:
     resolution: {integrity: sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==}
     engines: {node: '>= 0.6'}
 
+  copy-anything@3.0.5:
+    resolution: {integrity: sha512-yCEafptTtb4bk7GLEQoM8KVJpxAfdBJYaXyzQEgQQQgYrZiDp8SJmGKlYza6CYjEDNstAdNdKA3UuoULlEbS6w==}
+    engines: {node: '>=12.13'}
+
   core-js@3.43.0:
     resolution: {integrity: sha512-N6wEbTTZSYOY2rYAn85CuvWWkCK6QweMn7/4Nr3w+gDBeBhk/x4EJeY6FPo4QzDoJZxVTv8U7CMvgWk6pOHHqA==}
 
@@ -4387,10 +5136,17 @@ packages:
       typescript:
         optional: true
 
+  crelt@1.0.6:
+    resolution: {integrity: sha512-VQ2MBenTq1fWZUH9DJNGti7kKv6EeAuYr3cLwxUWhIu1baTaXh4Ib5W2CqHVqib4/MqbYGJqiL3Zb8GJZr3l4g==}
+
   cron-parser@4.9.0:
     resolution: {integrity: sha512-p0SaNjrHOnQeR8/VnfGbmg9te2kfyYSQ7Sc/j/6DtPL3JQvKxmjO9TSjNFpujqV3vEYYBvNNvXSxzyksBWAx1Q==}
     engines: {node: '>=12.0.0'}
 
+  cronstrue@2.59.0:
+    resolution: {integrity: sha512-YKGmAy84hKH+hHIIER07VCAHf9u0Ldelx1uU6EBxsRPDXIA1m5fsKmJfyC3xBhw6cVC/1i83VdbL4PvepTrt8A==}
+    hasBin: true
+
   cross-env@7.0.3:
     resolution: {integrity: sha512-+/HKd6EgcQCJGh2PSjZuUitQBQynKor4wrFbRg4DtAgS1aWO+gU52xpH7M9ScGgXSYmAVS9bIJ8EzuaGw0oNAw==}
     engines: {node: '>=10.14', npm: '>=6', yarn: '>=1'}
@@ -4422,6 +5178,12 @@ packages:
       webpack:
         optional: true
 
+  css-styled@1.0.8:
+    resolution: {integrity: sha512-tCpP7kLRI8dI95rCh3Syl7I+v7PP+2JYOzWkl0bUEoSbJM+u8ITbutjlQVf0NC2/g4ULROJPi16sfwDIO8/84g==}
+
+  css-to-mat@1.1.1:
+    resolution: {integrity: sha512-kvpxFYZb27jRd2vium35G7q5XZ2WJ9rWjDUMNT36M3Hc41qCrLXFM5iEKMGXcrPsKfXEN+8l/riB4QzwwwiEyQ==}
+
   css-unit-converter@1.1.2:
     resolution: {integrity: sha512-IiJwMC8rdZE0+xiEZHeru6YoONC4rfPMqGm2W85jMIbkFvv5nFTwJVFHam2eFrN6txmoUYFAFXiv8ICVeTO0MA==}
 
@@ -4693,6 +5455,10 @@ packages:
   delaunator@5.0.1:
     resolution: {integrity: sha512-8nvh+XBe96aCESrGOqMp/84b13H9cdKbG5P2ejQCh4d4sK9RL4371qou9drQjMhvnPmhWl5hnmqbEE0fXr9Xnw==}
 
+  delayed-stream@1.0.0:
+    resolution: {integrity: sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==}
+    engines: {node: '>=0.4.0'}
+
   denque@2.1.0:
     resolution: {integrity: sha512-HVQE3AAb/pxF8fQAoiqpvg9i3evqug3hoiwakOyZAwJm+6vZehbkYXZ0l4JxS+I3QxM97v5aaRNhj8v5oBhekw==}
     engines: {node: '>=0.10'}
@@ -4725,6 +5491,9 @@ packages:
     engines: {node: '>=0.8.0'}
     hasBin: true
 
+  devlop@1.1.0:
+    resolution: {integrity: sha512-RWmIqhcFf1lRYBvNmr7qTNuyCt/7/ns2jbpp1+PalgE/rDQcBT0fioSMUpJ93irlUhC5hrg4cYqe6U+0ImW0rA==}
+
   didyoumean@1.2.2:
     resolution: {integrity: sha512-gxtyfqMg7GKyhQmb056K7M3xszy/myH8w+B4RT+QXBQsvAOdc3XymqDDPHx1BgPgsdAA5SIifona89YtRATDzw==}
 
@@ -4824,6 +5593,9 @@ packages:
     resolution: {integrity: sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==}
     engines: {node: '>= 0.8'}
 
+  encoding@0.1.13:
+    resolution: {integrity: sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A==}
+
   end-of-stream@1.4.4:
     resolution: {integrity: sha512-+uw1inIHVPQoaVuHzRyXd21icM+cnt4CzD5rW+NC1wjOUSTOs+Te7FOv7AhN7vS9x/oIyhLP5PR1H+phQAHu5Q==}
 
@@ -5139,6 +5911,9 @@ packages:
   estree-util-is-identifier-name@2.1.0:
     resolution: {integrity: sha512-bEN9VHRyXAUOjkKVQVvArFym08BTWB0aJPppZZr0UNyAqWsLaVfAqP7hbaTJjzHifmB5ebnR8Wm7r7yGN/HonQ==}
 
+  estree-util-is-identifier-name@3.0.0:
+    resolution: {integrity: sha512-hFtqIDZTIUZ9BXLb8y4pYGyk6+wekIivNVTcmvk8NoOh+VeRn5y6cEHzbURrWbfp1fIqdVipilzj+lfaadNZmg==}
+
   estree-util-to-js@1.2.0:
     resolution: {integrity: sha512-IzU74r1PK5IMMGZXUVZbmiu4A1uhiPgW5hm1GjcOfr4ZzHaMPpLNJjR7HjXiIOzi25nZDrgFTobHTkV5Q6ITjA==}
 
@@ -5172,18 +5947,47 @@ packages:
     resolution: {integrity: sha512-mQw+2fkQbALzQ7V0MY0IqdnXNOeTtP4r0lN9z7AAawCXgqea7bDii20AYrIBrFd/Hx0M2Ocz6S111CaFkUcb0Q==}
     engines: {node: '>=0.8.x'}
 
+  eventsource-parser@3.0.3:
+    resolution: {integrity: sha512-nVpZkTMM9rF6AQ9gPJpFsNAMt48wIzB5TQgiTLdHiuO8XEDhUgZEhqKlZWXbIzo9VmJ/HvysHqEaVeD5v9TPvA==}
+    engines: {node: '>=20.0.0'}
+
+  eventsource@3.0.7:
+    resolution: {integrity: sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==}
+    engines: {node: '>=18.0.0'}
+
+  evt@2.5.9:
+    resolution: {integrity: sha512-GpjX476FSlttEGWHT8BdVMoI8wGXQGbEOtKcP4E+kggg+yJzXBZN2n4x7TS/zPBJ1DZqWI+rguZZApjjzQ0HpA==}
+
   execa@5.1.1:
     resolution: {integrity: sha512-8uSpZZocAZRBAPIEINJj3Lo9HyGitllczc27Eh5YYojjMFMn8yHMDMaUHE2Jqfq05D/wucwI4JGURyXt1vchyg==}
     engines: {node: '>=10'}
 
+  execa@8.0.1:
+    resolution: {integrity: sha512-VyhnebXciFV2DESc+p6B+y0LjSm0krU4OgJN44qFAhBY0TJ+1V61tYD2+wHusZ6F9n5K+vl8k0sTy7PEfV4qpg==}
+    engines: {node: '>=16.17'}
+
+  execa@9.6.0:
+    resolution: {integrity: sha512-jpWzZ1ZhwUmeWRhS7Qv3mhpOhLfwI+uAX4e5fOcXqwMR7EcJ0pj2kV1CVzHVMX/LphnKWD3LObjZCoJ71lKpHw==}
+    engines: {node: ^18.19.0 || >=20.5.0}
+
   exit-hook@2.2.1:
     resolution: {integrity: sha512-eNTPlAD67BmP31LDINZ3U7HSF8l57TxOY2PmBJ1shpCvpnxBF93mWCE8YHBnXs8qiUZJc9WDcWIeC3a2HIAMfw==}
     engines: {node: '>=6'}
 
+  express-rate-limit@7.5.1:
+    resolution: {integrity: sha512-7iN8iPMDzOMHPUYllBEsQdWVB6fPDMPqwjBaFrgr4Jgr/+okjvzAy+UHlYYL/Vs0OsOrMkwS6PJDkFlJwoxUnw==}
+    engines: {node: '>= 16'}
+    peerDependencies:
+      express: '>= 4.11'
+
   express@4.21.2:
     resolution: {integrity: sha512-28HqgMZAmih1Czt9ny7qr6ek2qddF4FclbMzwhCREB6OFfH+rXAnuNCwo1/wFvrtbgsQDb4kSbX9de9lFbrXnA==}
     engines: {node: '>= 0.10.0'}
 
+  express@5.1.0:
+    resolution: {integrity: sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA==}
+    engines: {node: '>= 18'}
+
   exsolve@1.0.5:
     resolution: {integrity: sha512-pz5dvkYYKQ1AHVrgOzBKWeP4u4FRb3a6DNK2ucr0OoNwYIU4QWsJ+NM36LLzORT+z845MzKHHhpXiUF5nvQoJg==}
 
@@ -5213,6 +6017,9 @@ packages:
   fast-levenshtein@2.0.6:
     resolution: {integrity: sha512-DCXu6Ifhqcks7TZKY3Hxp3y6qphY5SJZmrWMDrKcERSOXWQdMhU9Ig/PYrzyw/ul9jOIyh0N4M0tbC5hodg8dw==}
 
+  fast-sort@3.4.1:
+    resolution: {integrity: sha512-76uvGPsF6So53sZAqenP9UVT3p5l7cyTHkLWVCMinh41Y8NDrK1IYXJgaBMfc1gk7nJiSRZp676kddFG2Aa5+A==}
+
   fast-uri@3.0.6:
     resolution: {integrity: sha512-Atfo14OibSv5wAp4VWNsFYE1AchQRTv9cBGWET4pZWHzYshFSS9NQI6I57rdKn9croWVMbYFbLhJ+yJvmZIIHw==}
 
@@ -5237,6 +6044,10 @@ packages:
   fflate@0.4.8:
     resolution: {integrity: sha512-FJqqoDBR00Mdj9ppamLa/Y7vxm+PRmNWA67N846RvsoYVMKB4q3y/de5PA7gUmRMYK/8CMz2GDZQmCRN1wBcWA==}
 
+  figures@6.1.0:
+    resolution: {integrity: sha512-d+l3qxjSesT4V7v2fh+QnmFnUWv9lSpjarhShNTgBOfA0ttejbQUAlHLitbjkoRiDulW0OPoQPYIGhIC8ohejg==}
+    engines: {node: '>=18'}
+
   file-entry-cache@6.0.1:
     resolution: {integrity: sha512-7Gps/XWymbLk2QLYK4NzpMOrYjMhdIxXuIvy2QBsLE6ljuodKvdkWs/cpyJJ3CVIVpH0Oi1Hvg1ovbMzLdFBBg==}
     engines: {node: ^10.12.0 || >=12.0.0}
@@ -5249,6 +6060,10 @@ packages:
     resolution: {integrity: sha512-6BN9trH7bp3qvnrRyzsBz+g3lZxTNZTbVO2EV1CS0WIcDbawYVdYvGflME/9QP0h0pYlCDBCTjYa9nZzMDpyxQ==}
     engines: {node: '>= 0.8'}
 
+  finalhandler@2.1.0:
+    resolution: {integrity: sha512-/t88Ty3d5JWQbWYgaOGCCYfXRwV1+be02WqYYlL6h0lEiUAMPM8o8qKGO01YIkOHzka2up08wvgYD0mDiI+q3Q==}
+    engines: {node: '>= 0.8'}
+
   find-up@4.1.0:
     resolution: {integrity: sha512-PpOwAdQ/YlXQ2vj8a3h8IipDuYRi3wceVQQGYWxNINccq40Anw7BlsEXCMbt1Zt+OLA6Fq9suIpIWD0OsnISlw==}
     engines: {node: '>=8'}
@@ -5260,6 +6075,9 @@ packages:
   find-yarn-workspace-root2@1.2.16:
     resolution: {integrity: sha512-hr6hb1w8ePMpPVUK39S4RlwJzi+xPLuVuG8XlwXU3KD5Yn3qgBWVfy3AzNlDhWvE1EORCE65/Qm26rFQt3VLVA==}
 
+  fix-dts-default-cjs-exports@1.0.1:
+    resolution: {integrity: sha512-pVIECanWFC61Hzl2+oOCtoJ3F17kglZC/6N94eRWycFgBH35hHx0Li604ZIzhseh97mf2p0cv7vVrOZGoqhlEg==}
+
   flat-cache@3.2.0:
     resolution: {integrity: sha512-CYcENa+FtcUKLmhhqyctpclsq7QF38pKjZHsGNiSQF5r4FtoKDWabFDl3hzaEQMvT1LHEysw5twgLvpYYb4vbw==}
     engines: {node: ^10.12.0 || >=12.0.0}
@@ -5267,6 +6085,15 @@ packages:
   flatted@3.3.3:
     resolution: {integrity: sha512-GX+ysw4PBCz0PzosHDepZGANEuFCMLrnRTiEy9McGjmkCQYwRq4A/X786G/fjM/+OjsWSU1ZrY5qyARZmO/uwg==}
 
+  follow-redirects@1.15.9:
+    resolution: {integrity: sha512-gew4GsXizNgdoRyqmyfMHyAmXsZDk6mHkSxZFCzW9gwlbtOW44CDtYavM+y+72qD/Vq2l550kMF52DT8fOLJqQ==}
+    engines: {node: '>=4.0'}
+    peerDependencies:
+      debug: '*'
+    peerDependenciesMeta:
+      debug:
+        optional: true
+
   for-each@0.3.5:
     resolution: {integrity: sha512-dKx12eRCVIzqCxFGplyFKJMPvLEWgmNtUrpTiJIR5u97zEhRG8ySrtboPHZXx7daLxQVrl643cTzbab2tkQjxg==}
     engines: {node: '>= 0.4'}
@@ -5275,6 +6102,10 @@ packages:
     resolution: {integrity: sha512-gIXjKqtFuWEgzFRJA9WCQeSJLZDjgJUOMCMzxtvFq/37KojM1BFGufqsCy0r4qSQmYLsZYMeyRqzIWOMup03sw==}
     engines: {node: '>=14'}
 
+  form-data@4.0.3:
+    resolution: {integrity: sha512-qsITQPfmvMOSAdeyZ+12I1c+CKSstAFAwu+97zrnWAbIr5u8wfsExUzCesVLC8NgHuRUqNN4Zy6UPWUTRGslcA==}
+    engines: {node: '>= 6'}
+
   format@0.2.2:
     resolution: {integrity: sha512-wzsgA6WOq+09wrU1tsJ09udeR/YZRaeArL9e1wPbFg3GG2yDnC2ldKpxs4xunpFF9DgqCqOIra3bc1HWrJ37Ww==}
     engines: {node: '>=0.4.x'}
@@ -5297,10 +6128,17 @@ packages:
       react-dom:
         optional: true
 
+  framework-utils@1.1.0:
+    resolution: {integrity: sha512-KAfqli5PwpFJ8o3psRNs8svpMGyCSAe8nmGcjQ0zZBWN2H6dZDnq+ABp3N3hdUmFeMrLtjOCTXD4yplUJIWceg==}
+
   fresh@0.5.2:
     resolution: {integrity: sha512-zJ2mQYM18rEFOudeV4GShTGIQ7RbzA7ozbU9I/XBpm7kqgMywgmylMwXHxZJmkVoYkna9d2pVXVXPdYTP9ej8Q==}
     engines: {node: '>= 0.6'}
 
+  fresh@2.0.0:
+    resolution: {integrity: sha512-Rx/WycZ60HOaqLKAi6cHRKKI7zxWbJ31MhntmtwMoaTeF7XFH9hhBp8vITaMidfljRQ6eYWCKkaTK+ykVJHP2A==}
+    engines: {node: '>= 0.8'}
+
   fs-constants@1.0.0:
     resolution: {integrity: sha512-y6OAwoSIf7FyjMIv94u+b5rdheZEjzR63GTyZJm5qh4Bi+2YgwLCcI/fPFZkL5PSixOt6ZNKm+w+Hfp/Bciwow==}
 
@@ -5349,6 +6187,9 @@ packages:
     resolution: {integrity: sha512-3hN7NaskYvMDLQY55gnW3NQ+mesEAepTqlg+VEbj7zzqEMBVNhzcGYYeqFo/TlYz6eQiFcp1HcsCZO+nGgS8zg==}
     engines: {node: '>=6.9.0'}
 
+  gesto@1.19.4:
+    resolution: {integrity: sha512-hfr/0dWwh0Bnbb88s3QVJd1ZRJeOWcgHPPwmiH6NnafDYvhTsxg+SLYu+q/oPNh9JS3V+nlr6fNs8kvPAtcRDQ==}
+
   get-caller-file@2.0.5:
     resolution: {integrity: sha512-DyFP3BM/3YHTQOCUL/w0OZHR0lpKeGrxotcHWcqNEdnltqFwXVfhEBQ94eIo34AfQpo0rGki4cyIiftY06h2Fg==}
     engines: {node: 6.* || 8.* || >= 10.*}
@@ -5373,6 +6214,14 @@ packages:
     resolution: {integrity: sha512-ts6Wi+2j3jQjqi70w5AlN8DFnkSwC+MqmxEzdEALB2qXZYV3X/b1CTfgPLGJNMeAWxdPfU8FO1ms3NUfaHCPYg==}
     engines: {node: '>=10'}
 
+  get-stream@8.0.1:
+    resolution: {integrity: sha512-VaUJspBffn/LMCJVoMvSAdmscJyS1auj5Zulnn5UoYcY531UWmdwhRWkcGKnGU93m5HSXP9LP2usOryrBtQowA==}
+    engines: {node: '>=16'}
+
+  get-stream@9.0.1:
+    resolution: {integrity: sha512-kVCxPF3vQM/N0B1PmoqVUqgHP+EeVjmZSQn+1oCRPxd2P21P2F19lIgbR3HBosbB1PUhOAoctJnfEn2GbN2eZA==}
+    engines: {node: '>=18'}
+
   get-symbol-description@1.1.0:
     resolution: {integrity: sha512-w9UMqWwJxHNOvoNzSJ2oPF5wvYcvP7jUvYzhp67yEhTi17ZDBBC1z9pTdGuzjD+EFIqLSYRweZjqfiPzQ06Ebg==}
     engines: {node: '>= 0.4'}
@@ -5441,10 +6290,43 @@ packages:
   graphemer@1.4.0:
     resolution: {integrity: sha512-EtKwoO6kxCL9WO5xipiHTZlSzBm7WLT627TqC/uVRd0HKmq8NXyebnNYxDoBi7wt8eTWrUrKXCOVaFq9x1kgag==}
 
+  graphology-layout-force@0.2.4:
+    resolution: {integrity: sha512-NYZz0YAnDkn5pkm30cvB0IScFoWGtbzJMrqaiH070dYlYJiag12Oc89dbVfaMaVR/w8DMIKxn/ix9Bqj+Umm9Q==}
+    peerDependencies:
+      graphology-types: '>=0.19.0'
+
+  graphology-layout-forceatlas2@0.10.1:
+    resolution: {integrity: sha512-ogzBeF1FvWzjkikrIFwxhlZXvD2+wlY54lqhsrWprcdPjopM2J9HoMweUmIgwaTvY4bUYVimpSsOdvDv1gPRFQ==}
+    peerDependencies:
+      graphology-types: '>=0.19.0'
+
+  graphology-layout-noverlap@0.4.2:
+    resolution: {integrity: sha512-13WwZSx96zim6l1dfZONcqLh3oqyRcjIBsqz2c2iJ3ohgs3605IDWjldH41Gnhh462xGB1j6VGmuGhZ2FKISXA==}
+    peerDependencies:
+      graphology-types: '>=0.19.0'
+
+  graphology-types@0.24.8:
+    resolution: {integrity: sha512-hDRKYXa8TsoZHjgEaysSRyPdT6uB78Ci8WnjgbStlQysz7xR52PInxNsmnB7IBOM1BhikxkNyCVEFgmPKnpx3Q==}
+
+  graphology-utils@2.5.2:
+    resolution: {integrity: sha512-ckHg8MXrXJkOARk56ZaSCM1g1Wihe2d6iTmz1enGOz4W/l831MBCKSayeFQfowgF8wd+PQ4rlch/56Vs/VZLDQ==}
+    peerDependencies:
+      graphology-types: '>=0.23.0'
+
+  graphology@0.26.0:
+    resolution: {integrity: sha512-8SSImzgUUYC89Z042s+0r/vMibY7GX/Emz4LDO5e7jYXhuoWfHISPFJYjpRLUSJGq6UQ6xlenvX1p/hJdfXuXg==}
+    peerDependencies:
+      graphology-types: '>=0.24.0'
+
   gunzip-maybe@1.4.2:
     resolution: {integrity: sha512-4haO1M4mLO91PW57BMsDFf75UmwoRX0GkdD+Faw+Lr+r/OZrOCS0pIBwOL1xCKQqnQzbNFGgK2V2CpBUPeFNTw==}
     hasBin: true
 
+  handlebars@4.7.8:
+    resolution: {integrity: sha512-vafaFqs8MZkRrSX7sFVUdo3ap/eNiLnb4IakshzvP56X5Nr1iGKAIqdX6tMlm6HcNRIkr6AxO5jFEoJzzpT8aQ==}
+    engines: {node: '>=0.4.7'}
+    hasBin: true
+
   hard-rejection@2.1.0:
     resolution: {integrity: sha512-VIZB+ibDhx7ObhAe7OVtoEbuP4h/MuOTHJ+J8h/eBXotJYl0fBgR72xDFCKgIh22OJZIOVNxBMWuhAr10r8HdA==}
     engines: {node: '>=6'}
@@ -5483,9 +6365,19 @@ packages:
   hast-util-to-estree@2.3.3:
     resolution: {integrity: sha512-ihhPIUPxN0v0w6M5+IiAZZrn0LH2uZomeWwhn7uP7avZC6TE7lIiEh2yBMPr5+zi1aUCXq6VoYRgs2Bw9xmycQ==}
 
+  hast-util-to-jsx-runtime@2.3.6:
+    resolution: {integrity: sha512-zl6s8LwNyo1P9uw+XJGvZtdFF1GdAkOg8ujOw+4Pyb76874fLps4ueHXDhXWdk6YHQ6OgUtinliG7RsYvCbbBg==}
+
   hast-util-whitespace@2.0.1:
     resolution: {integrity: sha512-nAxA0v8+vXSBDt3AnRUNjyRIQ0rD+ntpbAp4LnPkumc5M9yUbSMa4XDU9Q6etY4f1Wp4bNgvc1yjiZtsTTrSng==}
 
+  hast-util-whitespace@3.0.0:
+    resolution: {integrity: sha512-88JUN06ipLwsnv+dVn+OIYOvAuvBMy/Qoi6O7mQHxdPXpjy+Cd6xRkWwux7DKO+4sYILtLBRIKgsdpS2gQc7qw==}
+
+  highlight.js@11.11.1:
+    resolution: {integrity: sha512-Xwwo44whKBVCYoliBQwaPvtd/2tYFkRQtXDWj1nackaV2JPXx3L0+Jvd8/qCJ2p+ML0/XVkJ2q+Mr+UVdpJK5w==}
+    engines: {node: '>=12.0.0'}
+
   hosted-git-info@2.8.9:
     resolution: {integrity: sha512-mxIDAb9Lsm6DoOJ7xH+5+X4y1LU/4Hi50L9C5sIswK3JzULS4bwk1FvjdBgvYR4bzT4tuUQiC15FE2f5HbLvYw==}
 
@@ -5501,6 +6393,9 @@ packages:
     resolution: {integrity: sha512-qY60FjREgVZL03vJU6IfMV4GDjGBIoOyvuFdpBDIX9yTlDw0TjxVBQp+P8NvpdIXNJvfWBTNul7fsAQJq2FNpg==}
     engines: {node: '>=14'}
 
+  html-url-attributes@3.0.1:
+    resolution: {integrity: sha512-ol6UPyBWqsrO6EJySPz2O7ZSr856WDrEzM5zMqp+FJJLGMW35cLYmmZnl0vztAZxRUoNZJFTCohfjuIJ8I4QBQ==}
+
   htmlparser2@8.0.2:
     resolution: {integrity: sha512-GYdjWKDkbRLkZ5geuHs5NY1puJ+PXwP7+fHPRz06Eirsb9ugf6d8kkXav6ADhcODhFFPMIXyxkxSuMf3D6NCFA==}
 
@@ -5515,6 +6410,17 @@ packages:
     resolution: {integrity: sha512-B4FFZ6q/T2jhhksgkbEW3HBvWIfDW85snkQgawt07S7J5QXTk6BkNV+0yAeZrM5QpMAdYlocGoljn0sJ/WQkFw==}
     engines: {node: '>=10.17.0'}
 
+  human-signals@5.0.0:
+    resolution: {integrity: sha512-AXcZb6vzzrFAUE61HnN4mpLqd/cSIwNQjtNWR0euPm6y0iqx3G4gOXaIDdtdDwZmhwe82LA6+zinmW4UBWVePQ==}
+    engines: {node: '>=16.17.0'}
+
+  human-signals@8.0.1:
+    resolution: {integrity: sha512-eKCa6bwnJhvxj14kZk5NCPc6Hb6BdsU9DZcOnmQKSnO1VKrfV0zCvtttPZUsBvjmNDn8rpcJfpwSYnHBjc95MQ==}
+    engines: {node: '>=18.18.0'}
+
+  humanize-duration@3.33.0:
+    resolution: {integrity: sha512-vYJX7BSzn7EQ4SaP2lPYVy+icHDppB6k7myNeI3wrSRfwMS5+BHyGgzpHR0ptqJ2AQ6UuIKrclSg5ve6Ci4IAQ==}
+
   iconv-lite@0.4.24:
     resolution: {integrity: sha512-v3MXnZAcvnywkTUEZomIActle7RXXeedOR31wwl7VlyoXO4Qi9arvSenNQWne1TcRwhCL1HwLI21bEqdpj8/rA==}
     engines: {node: '>=0.10.0'}
@@ -5540,6 +6446,9 @@ packages:
     resolution: {integrity: sha512-TR3KfrTZTYLPB6jUjfx6MF9WcWrHL9su5TObK4ZkYgBdWKPOFoSoQIdEuTuR82pmtxH2spWG9h6etwfr1pLBqQ==}
     engines: {node: '>=6'}
 
+  import-in-the-middle@1.14.2:
+    resolution: {integrity: sha512-5tCuY9BV8ujfOpwtAGgsTx9CGUapcFMEEyByLv1B+v2+6DhAcw+Zr0nhQT7uwaZ7DiourxFEscghOR8e1aPLQw==}
+
   imurmurhash@0.1.4:
     resolution: {integrity: sha512-JmXMZ6wuvDmLiHEml9ykzqO6lwFbof0GG4IkcGaENdCRDDmMVnny7s5HsIgHCbaq0w2MyPhDqkhTUgS2LU2PHA==}
     engines: {node: '>=0.8.19'}
@@ -5561,6 +6470,9 @@ packages:
   inline-style-parser@0.1.1:
     resolution: {integrity: sha512-7NXolsK4CAS5+xvdj5OMMbI962hU/wvwoxk+LWR9Ek9bVtyuuYScDN6eS0rUm6TxApFpw7CX1o4uJzcd4AyD3Q==}
 
+  inline-style-parser@0.2.4:
+    resolution: {integrity: sha512-0aO8FkhNZlj/ZIbNi7Lxxr12obT7cL1moPfE4tg1LkX7LlLfC6DeX4l2ZEud1ukP9jNQyNnfzQVqwbwmAATY4Q==}
+
   internal-slot@1.1.0:
     resolution: {integrity: sha512-4gd7VpWNQNB4UKKCFFVcp1AVv+FMOgs9NKzjHKusc8jTMhd5eL1NqQqOpE0KzMds804/yHlglp3uxgluOqAPLw==}
     engines: {node: '>= 0.4'}
@@ -5709,6 +6621,9 @@ packages:
     resolution: {integrity: sha512-+Pgi+vMuUNkJyExiMBt5IlFoMyKnr5zhJ4Uspz58WOhBF5QoIZkFyNHIbBAtHwzVAgk5RtndVNsDRN61/mmDqg==}
     engines: {node: '>=12'}
 
+  is-promise@4.0.0:
+    resolution: {integrity: sha512-hvpoI6korhJMnej285dSg6nu1+e6uxs7zG3BYAm5byqDsgJNWwxzM6z6iZiAgQR4TJ30JmBTOwqZUw3WlyH3AQ==}
+
   is-reference@3.0.3:
     resolution: {integrity: sha512-ixkJoqQvAP88E6wLydLGGqCJsrFUnqoH6HnaczB8XmDH1oaWU+xxdptvikTgaEhtZ53Ky6YXiBuUI2WXLMCwjw==}
 
@@ -5728,6 +6643,14 @@ packages:
     resolution: {integrity: sha512-hFoiJiTl63nn+kstHGBtewWSKnQLpyb155KHheA1l39uvtO9nWIop1p3udqPcUd/xbF1VLMO4n7OI6p7RbngDg==}
     engines: {node: '>=8'}
 
+  is-stream@3.0.0:
+    resolution: {integrity: sha512-LnQR4bZ9IADDRSkvpqMGvt/tEJWclzklNgSw48V5EAaAeDd6qGvN8ei6k5p0tvxSR171VmGyHuTiAOfxAbr8kA==}
+    engines: {node: ^12.20.0 || ^14.13.1 || >=16.0.0}
+
+  is-stream@4.0.1:
+    resolution: {integrity: sha512-Dnz92NInDqYckGEUJv689RbRiTSEHCQ7wOVeALbkOz999YpqT46yMRIGtSNl2iCL1waAZSx40+h59NV/EwzV/A==}
+    engines: {node: '>=18'}
+
   is-string@1.1.1:
     resolution: {integrity: sha512-BtEeSsoaQjlSPBemMQIrY1MY0uM6vnS1g5fmufYOtnxLGUZM2178PKbhsk7Ffv58IX+ZtcvoGwccYsh0PglkAA==}
     engines: {node: '>= 0.4'}
@@ -5748,6 +6671,10 @@ packages:
     resolution: {integrity: sha512-knxG2q4UC3u8stRGyAVJCOdxFmv5DZiRcdlIaAQXAbSfJya+OhopNotLQrstBhququ4ZpuKbDc/8S6mgXgPFPw==}
     engines: {node: '>=10'}
 
+  is-unicode-supported@2.1.0:
+    resolution: {integrity: sha512-mE00Gnza5EEB3Ds0HfMyllZzbBrmLOX3vfWoj9A9PEnTfratQ/BcaJOuMhnkhjXvb2+FkY3VuHqtAGpTPmglFQ==}
+    engines: {node: '>=18'}
+
   is-weakmap@2.0.2:
     resolution: {integrity: sha512-K5pXYOm9wqY1RgjpL3YTkF39tni1XajUIkawTLUo9EZEVUFga5gSQJF8nNS7ZwJQ02y+1YCNYcMh+HIf1ZqE+w==}
     engines: {node: '>= 0.4'}
@@ -5760,6 +6687,10 @@ packages:
     resolution: {integrity: sha512-mfcwb6IzQyOKTs84CQMrOwW4gQcaTOAWJ0zzJCl2WSPDrWk/OzDaImWFH3djXhb24g4eudZfLRozAvPGw4d9hQ==}
     engines: {node: '>= 0.4'}
 
+  is-what@4.1.16:
+    resolution: {integrity: sha512-ZhMwEosbFJkA0YhFnNDgTM4ZxDRsS6HqTo7qsZM08fehyRYIYa0yHu5R6mgo1n/8MgaPBXiPimPD77baVFYg+A==}
+    engines: {node: '>=12.13'}
+
   is-windows@1.0.2:
     resolution: {integrity: sha512-eXK1UInq2bPmjyX6e3VHIzMLobc4J94i4AWn+Hpq3OU5KkrRC96OAcR3PRJ/pGu6m8TRnBHP9dkXQVsT/COVIA==}
     engines: {node: '>=0.10.0'}
@@ -5807,9 +6738,28 @@ packages:
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     hasBin: true
 
+  joi@17.13.3:
+    resolution: {integrity: sha512-otDA4ldcIx+ZXsKHWmp0YizCweVRZG96J10b0FevjfuncLO1oX59THoAmHkNubYJ+9gWsYsp5k8v4ib6oDv1fA==}
+
   jose@5.10.0:
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+  jotai@2.12.5:
+    resolution: {integrity: sha512-G8m32HW3lSmcz/4mbqx0hgJIQ0ekndKWiYP7kWVKi0p6saLXdSoye+FZiOFyonnd7Q482LCzm8sMDl7Ar1NWDw==}
+    engines: {node: '>=12.20.0'}
+    peerDependencies:
+      '@types/react': '>=17.0.0'
+      react: '>=17.0.0'
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      react:
+        optional: true
+
+  joycon@3.1.1:
+    resolution: {integrity: sha512-34wB/Y7MW7bzjKRjUKTa46I2Z7eV62Rkhva+KkopW7Qvv/OSWBqvkSY7vusOPrNuZcUG3tApvdVgNB8POj3SPw==}
+    engines: {node: '>=10'}
+
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     engines: {node: '>=14'}
@@ -5884,6 +6834,16 @@ packages:
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     engines: {node: '>=4.0'}
 
+  katex@0.16.22:
+    resolution: {integrity: sha512-XCHRdUw4lf3SKBaJe4EvgqIuWwkPSo9XoeO8GjQW94Bp7TWv9hNhzZjZ+OH9yf1UmLygb7DIT5GSFQiyt16zYg==}
+    hasBin: true
+
+  keycode@2.2.1:
+    resolution: {integrity: sha512-Rdgz9Hl9Iv4QKi8b0OlCRQEzp4AgVxyCtz5S/+VIHezDmrDhkp2N2TqBWOLz0/gbeREXOOiI9/4b8BY9uw2vFg==}
+
+  keycon@1.4.0:
+    resolution: {integrity: sha512-p1NAIxiRMH3jYfTeXRs2uWbVJ1WpEjpi8ktzUyBJsX7/wn2qu2VRXktneBLNtKNxJmlUYxRi9gOJt1DuthXR7A==}
+
   keyv@4.5.4:
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@@ -5909,6 +6869,9 @@ packages:
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     engines: {node: '>= 0.8.0'}
 
+  libphonenumber-js@1.12.9:
+    resolution: {integrity: sha512-VWwAdNeJgN7jFOD+wN4qx83DTPMVPPAUyx9/TUkBXKLiNkuWWk6anV0439tgdtwaJDrEdqkvdN22iA6J4bUCZg==}
+
   lightningcss-darwin-arm64@1.30.1:
     resolution: {integrity: sha512-c8JK7hyE65X1MHMN+Viq9n11RRC7hgin3HhYKhrMyaXflk5GVplZ60IxyoVtzILeKr+xAJwg6zK6sjTBJ0FKYQ==}
     engines: {node: '>= 12.0.0'}
@@ -5984,10 +6947,20 @@ packages:
   lines-and-columns@1.2.4:
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+  linkify-it@5.0.0:
+    resolution: {integrity: sha512-5aHCbzQRADcdP+ATqnDuhhJ/MRIqDkZX5pyjFHRRysS8vZ5AbqGEoFIb6pYHPZ+L/OC2Lc+xT8uHVVR5CAK/wQ==}
+
+  linkifyjs@4.3.1:
+    resolution: {integrity: sha512-DRSlB9DKVW04c4SUdGvKK5FR6be45lTU9M76JnngqPeeGDqPwYc0zdUErtsNVMtxPXgUWV4HbXbnC4sNyBxkYg==}
+
   load-json-file@4.0.0:
     resolution: {integrity: sha512-Kx8hMakjX03tiGTLAIdJ+lL0htKnXjEZN6hk/tozf/WOuYGdZBJrZ+rCJRbVCugsjB3jMLn9746NsQIf5VjBMw==}
     engines: {node: '>=4'}
 
+  load-tsconfig@0.2.5:
+    resolution: {integrity: sha512-IXO6OCs9yg8tMKzfPZ1YmheJbZCiEsnBdcB03l0OcfK9prKnJb96siuHCr5Fl37/yo9DnKU+TLpxzTUspw9shg==}
+    engines: {node: ^12.20.0 || ^14.13.1 || >=16.0.0}
+
   load-yaml-file@0.2.0:
     resolution: {integrity: sha512-OfCBkGEw4nN6JLtgRidPX6QxjBQGQf72q3si2uvqyFEMbycSFFHwAZeXx6cJgFM9wmLrf9zBwCP3Ivqa+LLZPw==}
     engines: {node: '>=6'}
@@ -6033,6 +7006,9 @@ packages:
   lodash.merge@4.6.2:
     resolution: {integrity: sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ==}
 
+  lodash.sortby@4.7.0:
+    resolution: {integrity: sha512-HDWXG8isMntAyRF5vZ7xKuEvOhT4AhlRt/3czTSjvGUxjYCBVRQY48ViDHyfYz9VIoBkW4TMGQNapx+l3RUwdA==}
+
   lodash.startcase@4.4.0:
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@@ -6043,6 +7019,9 @@ packages:
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     engines: {node: '>=10'}
 
+  long@5.3.2:
+    resolution: {integrity: sha512-mNAgZ1GmyNhD7AuqnTG3/VQ26o760+ZYBPKjPvugO8+nLbYfX6TVpJPseBvopbdY+qpZ/lKUnmEc1LeZYS3QAA==}
+
   longest-streak@3.1.0:
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@@ -6050,6 +7029,9 @@ packages:
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     hasBin: true
 
+  lowlight@3.3.0:
+    resolution: {integrity: sha512-0JNhgFoPvP6U6lE/UdVsSq99tn6DhjjpAj5MxG49ewd2mOBVtwWYIT8ClyABhq198aXXODMU6Ox8DrGy/CpTZQ==}
+
   lru-cache@10.4.3:
     resolution: {integrity: sha512-JNAzZcXrCt42VGLuYz0zfAzDfAvJWW6AfYlDBQyDV5DClI2m5sAmK+OIO7s59XfsRsWHp02jAJrRadPRGTt6SQ==}
 
@@ -6095,6 +7077,10 @@ packages:
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     engines: {node: '>=0.10.0'}
 
+  markdown-it@14.1.0:
+    resolution: {integrity: sha512-a54IwgWPaeBCAAsv13YgmALOF1elABB08FxO9i+r4VFk5Vl4pKokRPeX8u5TCgSsPi6ec1otfLjdOpVcgbpshg==}
+    hasBin: true
+
   marked@7.0.4:
     resolution: {integrity: sha512-t8eP0dXRJMtMvBojtkcsA7n48BkauktUKzfkPSCq85ZMTJ0v76Rke4DYz01omYpPTUh4p/f7HePgRo3ebG8+QQ==}
     engines: {node: '>= 16'}
@@ -6115,33 +7101,60 @@ packages:
   mdast-util-from-markdown@1.3.1:
     resolution: {integrity: sha512-4xTO/M8c82qBcnQc1tgpNtubGUW/Y1tBQ1B0i5CtSoelOLKFYlElIr3bvgREYYO5iRqbMY1YuqZng0GVOI8Qww==}
 
+  mdast-util-from-markdown@2.0.2:
+    resolution: {integrity: sha512-uZhTV/8NBuw0WHkPTrCqDOl0zVe1BIng5ZtHoDk49ME1qqcjYmmLmOf0gELgcRMxN4w2iuIeVso5/6QymSrgmA==}
+
   mdast-util-frontmatter@1.0.1:
     resolution: {integrity: sha512-JjA2OjxRqAa8wEG8hloD0uTU0kdn8kbtOWpPP94NBkfAlbxn4S8gCGf/9DwFtEeGPXrDcNXdiDjVaRdUFqYokw==}
 
   mdast-util-mdx-expression@1.3.2:
     resolution: {integrity: sha512-xIPmR5ReJDu/DHH1OoIT1HkuybIfRGYRywC+gJtI7qHjCJp/M9jrmBEJW22O8lskDWm562BX2W8TiAwRTb0rKA==}
 
+  mdast-util-mdx-expression@2.0.1:
+    resolution: {integrity: sha512-J6f+9hUp+ldTZqKRSg7Vw5V6MqjATc+3E4gf3CFNcuZNWD8XdyI6zQ8GqH7f8169MM6P7hMBRDVGnn7oHB9kXQ==}
+
   mdast-util-mdx-jsx@2.1.4:
     resolution: {integrity: sha512-DtMn9CmVhVzZx3f+optVDF8yFgQVt7FghCRNdlIaS3X5Bnym3hZwPbg/XW86vdpKjlc1PVj26SpnLGeJBXD3JA==}
 
+  mdast-util-mdx-jsx@3.2.0:
+    resolution: {integrity: sha512-lj/z8v0r6ZtsN/cGNNtemmmfoLAFZnjMbNyLzBafjzikOM+glrjNHPlf6lQDOTccj9n5b0PPihEBbhneMyGs1Q==}
+
   mdast-util-mdx@2.0.1:
     resolution: {integrity: sha512-38w5y+r8nyKlGvNjSEqWrhG0w5PmnRA+wnBvm+ulYCct7nsGYhFVb0lljS9bQav4psDAS1eGkP2LMVcZBi/aqw==}
 
   mdast-util-mdxjs-esm@1.3.1:
     resolution: {integrity: sha512-SXqglS0HrEvSdUEfoXFtcg7DRl7S2cwOXc7jkuusG472Mmjag34DUDeOJUZtl+BVnyeO1frIgVpHlNRWc2gk/w==}
 
+  mdast-util-mdxjs-esm@2.0.1:
+    resolution: {integrity: sha512-EcmOpxsZ96CvlP03NghtH1EsLtr0n9Tm4lPUJUBccV9RwUOneqSycg19n5HGzCf+10LozMRSObtVr3ee1WoHtg==}
+
   mdast-util-phrasing@3.0.1:
     resolution: {integrity: sha512-WmI1gTXUBJo4/ZmSk79Wcb2HcjPJBzM1nlI/OUWA8yk2X9ik3ffNbBGsU+09BFmXaL1IBb9fiuvq6/KMiNycSg==}
 
+  mdast-util-phrasing@4.1.0:
+    resolution: {integrity: sha512-TqICwyvJJpBwvGAMZjj4J2n0X8QWp21b9l0o7eXyVJ25YNWYbJDVIyD1bZXE6WtV6RmKJVYmQAKWa0zWOABz2w==}
+
   mdast-util-to-hast@12.3.0:
     resolution: {integrity: sha512-pits93r8PhnIoU4Vy9bjW39M2jJ6/tdHyja9rrot9uujkN7UTU9SDnE6WNJz/IGyQk3XHX6yNNtrBH6cQzm8Hw==}
 
+  mdast-util-to-hast@13.2.0:
+    resolution: {integrity: sha512-QGYKEuUsYT9ykKBCMOEDLsU5JRObWQusAolFMeko/tYPufNkRffBAQjIE+99jbA87xv6FgmjLtwjh9wBWajwAA==}
+
   mdast-util-to-markdown@1.5.0:
     resolution: {integrity: sha512-bbv7TPv/WC49thZPg3jXuqzuvI45IL2EVAr/KxF0BSdHsU0ceFHOmwQn6evxAh1GaoK/6GQ1wp4R4oW2+LFL/A==}
 
+  mdast-util-to-markdown@2.1.2:
+    resolution: {integrity: sha512-xj68wMTvGXVOKonmog6LwyJKrYXZPvlwabaryTjLh9LuvovB/KAH+kvi8Gjj+7rJjsFi23nkUxRQv1KqSroMqA==}
+
   mdast-util-to-string@3.2.0:
     resolution: {integrity: sha512-V4Zn/ncyN1QNSqSBxTrMOLpjr+IKdHl2v3KVLoWmDPscP4r9GcCi71gjgvUV1SFSKh92AjAG4peFuBl2/YgCJg==}
 
+  mdast-util-to-string@4.0.0:
+    resolution: {integrity: sha512-0H44vDimn51F0YwvxSJSm0eCDOJTRlmN0R1yBh4HLj9wiV1Dn0QoXGbvFAWj2hSItVTlCmBF1hqKlIyUBVFLPg==}
+
+  mdurl@2.0.0:
+    resolution: {integrity: sha512-Lf+9+2r+Tdp5wXDXC4PcIBjTDtq4UKjCPMQhKIuzpJNW0b96kVqSwW0bT7FhRSfmAiFYgP+SCRvdrDozfh0U5w==}
+
   media-query-parser@2.0.2:
     resolution: {integrity: sha512-1N4qp+jE0pL5Xv4uEcwVUhIkwdUO3S/9gML90nqKA7v7FcOS5vUtatfzok9S9U1EJU8dHWlcv95WLnKmmxZI9w==}
 
@@ -6149,6 +7162,10 @@ packages:
     resolution: {integrity: sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==}
     engines: {node: '>= 0.6'}
 
+  media-typer@1.1.0:
+    resolution: {integrity: sha512-aisnrDP4GNe06UcKFnV5bfMNPBUw4jsLGaWwWfnH3v02GnBuXX2MCVn5RbrWo0j3pczUilYblq7fQ7Nw2t5XKw==}
+    engines: {node: '>= 0.8'}
+
   memorystream@0.3.1:
     resolution: {integrity: sha512-S3UwM3yj5mtUSEfP41UZmt/0SCoVYUcU1rkXv+BQ5Ig8ndL4sPoJNBUJERafdPb5jjHJGuMgytgKvKIf58XNBw==}
     engines: {node: '>= 0.10.0'}
@@ -6160,6 +7177,10 @@ packages:
   merge-descriptors@1.0.3:
     resolution: {integrity: sha512-gaNvAS7TZ897/rVaZ0nMtAyxNyi/pdbjbAwUpFQpN70GqnVfOiXpeUUMKRBmzXaSQ8DdTX4/0ms62r2K+hE6mQ==}
 
+  merge-descriptors@2.0.0:
+    resolution: {integrity: sha512-Snk314V5ayFLhp3fkUREub6WtjBfPdCPY1Ln8/8munuLuiYhsABgBVWsozAG+MWMbVEvcdcpbi9R7ww22l9Q3g==}
+    engines: {node: '>=18'}
+
   merge-stream@2.0.0:
     resolution: {integrity: sha512-abv/qOcuPfk3URPfDzmZU1LKmuw8kT+0nIHvKrKgFrwifol/doWcdA4ZqsWQ8ENrFKkd67Mfpo/LovbIUsbt3w==}
 
@@ -6174,6 +7195,9 @@ packages:
   micromark-core-commonmark@1.1.0:
     resolution: {integrity: sha512-BgHO1aRbolh2hcrzL2d1La37V0Aoz73ymF8rAcKnohLy93titmv62E0gP8Hrx9PKcKrqCZ1BbLGbP3bEhoXYlw==}
 
+  micromark-core-commonmark@2.0.3:
+    resolution: {integrity: sha512-RDBrHEMSxVFLg6xvnXmb1Ayr2WzLAWjeSATAoxwKYJV94TeNavgoIdA0a9ytzDSVzBy2YKFK+emCPOEibLeCrg==}
+
   micromark-extension-frontmatter@1.1.1:
     resolution: {integrity: sha512-m2UH9a7n3W8VAH9JO9y01APpPKmNNNs71P0RbknEmYSaZU5Ghogv38BYO94AI5Xw6OYfxZRdHZZ2nYjs/Z+SZQ==}
 
@@ -6195,69 +7219,129 @@ packages:
   micromark-factory-destination@1.1.0:
     resolution: {integrity: sha512-XaNDROBgx9SgSChd69pjiGKbV+nfHGDPVYFs5dOoDd7ZnMAE+Cuu91BCpsY8RT2NP9vo/B8pds2VQNCLiu0zhg==}
 
+  micromark-factory-destination@2.0.1:
+    resolution: {integrity: sha512-Xe6rDdJlkmbFRExpTOmRj9N3MaWmbAgdpSrBQvCFqhezUn4AHqJHbaEnfbVYYiexVSs//tqOdY/DxhjdCiJnIA==}
+
   micromark-factory-label@1.1.0:
     resolution: {integrity: sha512-OLtyez4vZo/1NjxGhcpDSbHQ+m0IIGnT8BoPamh+7jVlzLJBH98zzuCoUeMxvM6WsNeh8wx8cKvqLiPHEACn0w==}
 
+  micromark-factory-label@2.0.1:
+    resolution: {integrity: sha512-VFMekyQExqIW7xIChcXn4ok29YE3rnuyveW3wZQWWqF4Nv9Wk5rgJ99KzPvHjkmPXF93FXIbBp6YdW3t71/7Vg==}
+
   micromark-factory-mdx-expression@1.0.9:
     resolution: {integrity: sha512-jGIWzSmNfdnkJq05c7b0+Wv0Kfz3NJ3N4cBjnbO4zjXIlxJr+f8lk+5ZmwFvqdAbUy2q6B5rCY//g0QAAaXDWA==}
 
   micromark-factory-space@1.1.0:
     resolution: {integrity: sha512-cRzEj7c0OL4Mw2v6nwzttyOZe8XY/Z8G0rzmWQZTBi/jjwyw/U4uqKtUORXQrR5bAZZnbTI/feRV/R7hc4jQYQ==}
 
+  micromark-factory-space@2.0.1:
+    resolution: {integrity: sha512-zRkxjtBxxLd2Sc0d+fbnEunsTj46SWXgXciZmHq0kDYGnck/ZSGj9/wULTV95uoeYiK5hRXP2mJ98Uo4cq/LQg==}
+
   micromark-factory-title@1.1.0:
     resolution: {integrity: sha512-J7n9R3vMmgjDOCY8NPw55jiyaQnH5kBdV2/UXCtZIpnHH3P6nHUKaH7XXEYuWwx/xUJcawa8plLBEjMPU24HzQ==}
 
+  micromark-factory-title@2.0.1:
+    resolution: {integrity: sha512-5bZ+3CjhAd9eChYTHsjy6TGxpOFSKgKKJPJxr293jTbfry2KDoWkhBb6TcPVB4NmzaPhMs1Frm9AZH7OD4Cjzw==}
+
   micromark-factory-whitespace@1.1.0:
     resolution: {integrity: sha512-v2WlmiymVSp5oMg+1Q0N1Lxmt6pMhIHD457whWM7/GUlEks1hI9xj5w3zbc4uuMKXGisksZk8DzP2UyGbGqNsQ==}
 
+  micromark-factory-whitespace@2.0.1:
+    resolution: {integrity: sha512-Ob0nuZ3PKt/n0hORHyvoD9uZhr+Za8sFoP+OnMcnWK5lngSzALgQYKMr9RJVOWLqQYuyn6ulqGWSXdwf6F80lQ==}
+
   micromark-util-character@1.2.0:
     resolution: {integrity: sha512-lXraTwcX3yH/vMDaFWCQJP1uIszLVebzUa3ZHdrgxr7KEU/9mL4mVgCpGbyhvNLNlauROiNUq7WN5u7ndbY6xg==}
 
+  micromark-util-character@2.1.1:
+    resolution: {integrity: sha512-wv8tdUTJ3thSFFFJKtpYKOYiGP2+v96Hvk4Tu8KpCAsTMs6yi+nVmGh1syvSCsaxz45J6Jbw+9DD6g97+NV67Q==}
+
   micromark-util-chunked@1.1.0:
     resolution: {integrity: sha512-Ye01HXpkZPNcV6FiyoW2fGZDUw4Yc7vT0E9Sad83+bEDiCJ1uXu0S3mr8WLpsz3HaG3x2q0HM6CTuPdcZcluFQ==}
 
+  micromark-util-chunked@2.0.1:
+    resolution: {integrity: sha512-QUNFEOPELfmvv+4xiNg2sRYeS/P84pTW0TCgP5zc9FpXetHY0ab7SxKyAQCNCc1eK0459uoLI1y5oO5Vc1dbhA==}
+
   micromark-util-classify-character@1.1.0:
     resolution: {integrity: sha512-SL0wLxtKSnklKSUplok1WQFoGhUdWYKggKUiqhX+Swala+BtptGCu5iPRc+xvzJ4PXE/hwM3FNXsfEVgoZsWbw==}
 
+  micromark-util-classify-character@2.0.1:
+    resolution: {integrity: sha512-K0kHzM6afW/MbeWYWLjoHQv1sgg2Q9EccHEDzSkxiP/EaagNzCm7T/WMKZ3rjMbvIpvBiZgwR3dKMygtA4mG1Q==}
+
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+
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+
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+  micromark-util-decode-string@2.0.1:
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+
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+  micromark-util-encode@2.0.1:
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+
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+  micromark-util-html-tag-name@2.0.1:
+    resolution: {integrity: sha512-2cNEiYDhCWKI+Gs9T0Tiysk136SnR13hhO8yW6BGNyhOC4qYFnwF1nKfD3HFAIXA5c45RrIG1ub11GiXeYd1xA==}
+
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+  micromark-util-normalize-identifier@2.0.1:
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+
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+  micromark-util-resolve-all@2.0.1:
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+
   micromark-util-sanitize-uri@1.2.0:
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+  micromark-util-sanitize-uri@2.0.1:
+    resolution: {integrity: sha512-9N9IomZ/YuGGZZmQec1MbgxtlgougxTodVwDzzEouPKo3qFWvymFHWcnDi2vzV1ff6kas9ucW+o3yzJK9YB1AQ==}
+
   micromark-util-subtokenize@1.1.0:
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+  micromark-util-subtokenize@2.1.0:
+    resolution: {integrity: sha512-XQLu552iSctvnEcgXw6+Sx75GflAPNED1qx7eBJ+wydBb2KCbRZe+NwvIEEMM83uml1+2WSXpBAcp9IUCgCYWA==}
+
   micromark-util-symbol@1.1.0:
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+  micromark-util-symbol@2.0.1:
+    resolution: {integrity: sha512-vs5t8Apaud9N28kgCrRUdEed4UJ+wWNvicHLPxCa9ENlYuAY31M0ETy5y1vA33YoNPDFTghEbnh6efaE8h4x0Q==}
+
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+  micromark-util-types@2.0.2:
+    resolution: {integrity: sha512-Yw0ECSpJoViF1qTU4DC6NwtC4aWGt1EkzaQB8KPPyCRR8z9TWeV0HbEFGTO+ZY1wB22zmxnJqhPyTpOVCpeHTA==}
+
   micromark@3.2.0:
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+  micromark@4.0.2:
+    resolution: {integrity: sha512-zpe98Q6kvavpCr1NPVSCMebCKfD7CA2NqZ+rykeNhONIJBpc1tFKt9hucLGwha3jNTNI8lHpctWJWoimVF4PfA==}
+
   micromatch@4.0.8:
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     engines: {node: '>=8.6'}
@@ -6274,6 +7358,10 @@ packages:
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     engines: {node: '>= 0.6'}
 
+  mime-types@3.0.1:
+    resolution: {integrity: sha512-xRc4oEhT6eaBpU1XF7AjpOFD+xQmXNB5OVKwp4tqCuBpHLS/ZbBDrc07mYTDqVMg6PfxUjjNp85O6Cd2Z/5HWA==}
+    engines: {node: '>= 0.6'}
+
   mime@1.6.0:
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     engines: {node: '>=4'}
@@ -6283,6 +7371,10 @@ packages:
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     engines: {node: '>=6'}
 
+  mimic-fn@4.0.0:
+    resolution: {integrity: sha512-vqiC06CuhBTUdZH+RYl8sFrL096vA45Ok5ISO6sE/Mr1jRbGH4Csnhi8f3wKVl7x8mO4Au7Ir9D3Oyv1VYMFJw==}
+    engines: {node: '>=12'}
+
   min-indent@1.0.1:
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     engines: {node: '>=4'}
@@ -6291,6 +7383,9 @@ packages:
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     hasBin: true
 
+  minimal-polyfills@2.2.3:
+    resolution: {integrity: sha512-oxdmJ9cL+xV72h0xYxp4tP2d5/fTBpP45H8DIOn9pASuF8a3IYTf+25fMGDYGiWW+MFsuog6KD6nfmhZJQ+uUw==}
+
   minimatch@10.0.2:
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     engines: {node: 20 || >=22}
@@ -6372,6 +7467,9 @@ packages:
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+  module-details-from-path@1.0.4:
+    resolution: {integrity: sha512-EGWKgxALGMgzvxYF1UyGTy0HXX/2vHLkw6+NvDKW2jypWbHpjQuj4UMcqQWXHERJhVGKikolT06G3bcKe4fi7w==}
+
   morgan@1.10.0:
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     engines: {node: '>= 0.8.0'}
@@ -6429,6 +7527,10 @@ packages:
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     engines: {node: '>= 0.6'}
 
+  negotiator@1.0.0:
+    resolution: {integrity: sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg==}
+    engines: {node: '>= 0.6'}
+
   neo-async@2.6.2:
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@@ -6511,6 +7613,11 @@ packages:
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+  novel@1.0.2:
+    resolution: {integrity: sha512-lyMtoBsRCqgrQaNhlc8Ngpp+npJEQjPoGBLcnYlEr8mEf+lXZV7/m6CbEpGRfma+HZQVlU3YJOs4gCmzbLG+ow==}
+    peerDependencies:
+      react: '>=18'
+
   npm-install-checks@6.3.0:
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     engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}
@@ -6536,6 +7643,14 @@ packages:
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     engines: {node: '>=8'}
 
+  npm-run-path@5.3.0:
+    resolution: {integrity: sha512-ppwTtiJZq0O/ai0z7yfudtBpWIoxM8yE6nHi1X47eFR2EWORqfbu6CnPlNsjeN683eT0qG6H/Pyf9fCcvjnnnQ==}
+    engines: {node: ^12.20.0 || ^14.13.1 || >=16.0.0}
+
+  npm-run-path@6.0.0:
+    resolution: {integrity: sha512-9qny7Z9DsQU8Ou39ERsPU4OZQlSTP47ShQzuKZ6PRXpYLtIFgl/DEBYEXKlvcEa+9tHVcK8CF81Y2V72qaZhWA==}
+    engines: {node: '>=18'}
+
   num2fraction@1.2.2:
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@@ -6611,6 +7726,10 @@ packages:
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     engines: {node: '>=6'}
 
+  onetime@6.0.0:
+    resolution: {integrity: sha512-1FlR+gjXK7X+AsAHso35MnyN5KqGwJRi/31ft6x0M194ht7S+rWAvd7PHss9xSKMzE0asv1pyIHaJYq+BbacAQ==}
+    engines: {node: '>=12'}
+
   optionator@0.9.4:
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     engines: {node: '>= 0.8.0'}
@@ -6619,6 +7738,9 @@ packages:
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     engines: {node: '>=10'}
 
+  orderedmap@2.1.1:
+    resolution: {integrity: sha512-TvAWxi0nDe1j/rtMcWcIj94+Ffe6n7zhow33h40SKxmsmozs6dz/e+EajymfoFcHd7sxNn8yHM8839uixMOV6g==}
+
   os-tmpdir@1.0.2:
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     engines: {node: '>=0.10.0'}
@@ -6629,6 +7751,9 @@ packages:
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+  overlap-area@1.1.0:
+    resolution: {integrity: sha512-3dlJgJCaVeXH0/eZjYVJvQiLVVrPO4U1ZGqlATtx6QGO3b5eNM6+JgUKa7oStBTdYuGTk7gVoABCW6Tp+dhRdw==}
+
   own-keys@1.0.1:
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     engines: {node: '>= 0.4'}
@@ -6690,6 +7815,10 @@ packages:
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     engines: {node: '>=6'}
 
+  parse-ms@4.0.0:
+    resolution: {integrity: sha512-TXfryirbmq34y8QBwgqCVLi+8oA3oWx2eAnSn62ITyEhEYaWRlVZ2DvMM9eZbMs/RfxPu/PK/aBLyGj4IrqMHw==}
+    engines: {node: '>=18'}
+
   parseley@0.12.1:
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@@ -6716,6 +7845,10 @@ packages:
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     engines: {node: '>=8'}
 
+  path-key@4.0.0:
+    resolution: {integrity: sha512-haREypq7xkM7ErfgIyA0z+Bj4AGKlMSdlQE2jvJo6huWD1EdkKYV+G/T4nq0YEF2vgTT8kqMFKo1uHn950r4SQ==}
+    engines: {node: '>=12'}
+
   path-parse@1.0.7:
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@@ -6730,6 +7863,10 @@ packages:
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+  path-to-regexp@8.2.0:
+    resolution: {integrity: sha512-TdrF7fW9Rphjq4RjrW0Kp2AW0Ahwu9sRGTkS6bvDi0SCwZlEZYmcfDbEsTz8RVk0EHIS/Vd1bv3JhG+1xZuAyQ==}
+    engines: {node: '>=16'}
+
   path-type@3.0.0:
     resolution: {integrity: sha512-T2ZUsdZFHgA3u4e5PfPbjd7HDDpxPnQb5jN0SrDsjNSuVXHJqtwTnWqG0B1jZrgmJ/7lj1EmVIByWt1gxGkWvg==}
     engines: {node: '>=4'}
@@ -6793,6 +7930,10 @@ packages:
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     engines: {node: '>= 6'}
 
+  pkce-challenge@5.0.0:
+    resolution: {integrity: sha512-ueGLflrrnvwB3xuo/uGob5pd5FN7l0MsLf0Z87o/UQmRtwjvfylfc9MurIxRAWywCYTgrvpXBcqjV4OfCYGCIQ==}
+    engines: {node: '>=16.20.0'}
+
   pkg-dir@4.2.0:
     resolution: {integrity: sha512-HRDzbaKjC+AOWVXxAU/x54COGeIv9eb+6CkDSQoNTt4XyWoIJvuPsXizxu/Fr23EiekbtZwmh1IcIG/l/a10GQ==}
     engines: {node: '>=8'}
@@ -6849,6 +7990,24 @@ packages:
       ts-node:
         optional: true
 
+  postcss-load-config@6.0.1:
+    resolution: {integrity: sha512-oPtTM4oerL+UXmx+93ytZVN82RrlY/wPUV8IeDxFrzIjXOLF1pN+EmKPLbubvKHT2HC20xXsCAH2Z+CKV6Oz/g==}
+    engines: {node: '>= 18'}
+    peerDependencies:
+      jiti: '>=1.21.0'
+      postcss: '>=8.0.9'
+      tsx: ^4.8.1
+      yaml: ^2.4.2
+    peerDependenciesMeta:
+      jiti:
+        optional: true
+      postcss:
+        optional: true
+      tsx:
+        optional: true
+      yaml:
+        optional: true
+
   postcss-loader@8.1.1:
     resolution: {integrity: sha512-0IeqyAsG6tYiDRCYKQJLAmgQr47DX6N7sFSWvQxt6AcupX8DIdmykuk/o/tx0Lze3ErGHJEp5OSRxrelC6+NdQ==}
     engines: {node: '>= 18.12.0'}
@@ -7041,6 +8200,10 @@ packages:
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     engines: {node: '>=10'}
 
+  pretty-ms@9.2.0:
+    resolution: {integrity: sha512-4yf0QO/sllf/1zbZWYnvWw3NxCQwLXKzIj0G849LSufP15BXKM0rbD2Z3wVnkMfjdn/CB0Dpp444gYAACdsplg==}
+    engines: {node: '>=18'}
+
   prism-react-renderer@2.1.0:
     resolution: {integrity: sha512-I5cvXHjA1PVGbGm1MsWCpvBCRrYyxEri0MC7/JbfIfYfcXAxHyO5PaUjs3A8H5GW6kJcLhTHxxMaOZZpRZD2iQ==}
     peerDependencies:
@@ -7067,6 +8230,10 @@ packages:
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+  prom-client@15.1.3:
+    resolution: {integrity: sha512-6ZiOBfCywsD4k1BN9IX0uZhF+tJkV8q8llP64G5Hajs4JOeVLPCwpPVcpXy3BwYiUGgyJzsJJQeOIv7+hDSq8g==}
+    engines: {node: ^16 || ^18 || >=20}
+
   promise-inflight@1.0.1:
     resolution: {integrity: sha512-6zWPyEOFaQBJYcGMHBKTKJ3u6TBsnMFOIZSa6ce1e/ZrrsOlnHRHbabMjLiBYKp+n44X9eUI6VUPaukCXHuG4g==}
     peerDependencies:
@@ -7085,13 +8252,81 @@ packages:
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+  property-information@7.1.0:
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+
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+
+  prosemirror-collab@1.3.1:
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+
+  prosemirror-commands@1.7.1:
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+
+  prosemirror-dropcursor@1.8.2:
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+
+  prosemirror-gapcursor@1.3.2:
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+
+  prosemirror-history@1.4.1:
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+
+  prosemirror-inputrules@1.5.0:
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+
+  prosemirror-keymap@1.2.3:
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+
+  prosemirror-markdown@1.13.2:
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+
+  prosemirror-menu@1.2.5:
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+  prosemirror-model@1.25.1:
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+  prosemirror-schema-basic@1.2.4:
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+
+  prosemirror-schema-list@1.5.1:
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+
+  prosemirror-state@1.4.3:
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+
+  prosemirror-tables@1.7.1:
+    resolution: {integrity: sha512-eRQ97Bf+i9Eby99QbyAiyov43iOKgWa7QCGly+lrDt7efZ1v8NWolhXiB43hSDGIXT1UXgbs4KJN3a06FGpr1Q==}
+
+  prosemirror-trailing-node@3.0.0:
+    resolution: {integrity: sha512-xiun5/3q0w5eRnGYfNlW1uU9W6x5MoFKWwq/0TIRgt09lv7Hcser2QYV8t4muXbEr+Fwo0geYn79Xs4GKywrRQ==}
+    peerDependencies:
+      prosemirror-model: ^1.22.1
+      prosemirror-state: ^1.4.2
+      prosemirror-view: ^1.33.8
+
+  prosemirror-transform@1.10.4:
+    resolution: {integrity: sha512-pwDy22nAnGqNR1feOQKHxoFkkUtepoFAd3r2hbEDsnf4wp57kKA36hXsB3njA9FtONBEwSDnDeCiJe+ItD+ykw==}
+
+  prosemirror-view@1.40.0:
+    resolution: {integrity: sha512-2G3svX0Cr1sJjkD/DYWSe3cfV5VPVTBOxI9XQEGWJDFEpsZb/gh4MV29ctv+OJx2RFX4BLt09i+6zaGM/ldkCw==}
+
   proto-list@1.2.4:
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+  protobufjs@7.5.3:
+    resolution: {integrity: sha512-sildjKwVqOI2kmFDiXQ6aEB0fjYTafpEvIBs8tOR8qI4spuL9OPROLVu2qZqi/xgCfsHIwVqlaF8JBjWFHnKbw==}
+    engines: {node: '>=12.0.0'}
+
   proxy-addr@2.0.7:
     resolution: {integrity: sha512-llQsMLSUDUPT44jdrU/O37qlnifitDP+ZwrmmZcoSKyLKvtZxpyV0n2/bD/N4tBAAZ/gJEdZU7KMraoK1+XYAg==}
     engines: {node: '>= 0.10'}
 
+  proxy-from-env@1.1.0:
+    resolution: {integrity: sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==}
+
   pseudomap@1.0.2:
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@@ -7104,6 +8339,10 @@ packages:
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+  punycode.js@2.3.1:
+    resolution: {integrity: sha512-uxFIHU0YlHYhDQtV4R9J6a52SLx28BCjT+4ieh7IGbgwVJWO+km431c4yRlREUAsAmt/uMjQUyQHNEPf0M39CA==}
+    engines: {node: '>=6'}
+
   punycode@2.3.1:
     resolution: {integrity: sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg==}
     engines: {node: '>=6'}
@@ -7116,6 +8355,10 @@ packages:
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     engines: {node: '>=0.6'}
 
+  qs@6.14.0:
+    resolution: {integrity: sha512-YWWTjgABSKcvs/nWBi9PycY/JiPJqOD4JA6o9Sej2AtvSGarXxKC3OQSk4pAarbdQlKAh5D4FCQkJNkW+GAn3w==}
+    engines: {node: '>=0.6'}
+
   quansync@0.2.10:
     resolution: {integrity: sha512-t41VRkMYbkHyCYmOvx/6URnN80H7k4X0lLdBMGsz+maAwrJQYB1djpV6vHrQIBE0WBSGqhtEHrK9U3DWWH8v7A==}
 
@@ -7137,6 +8380,13 @@ packages:
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     engines: {node: '>= 0.8'}
 
+  raw-body@3.0.0:
+    resolution: {integrity: sha512-RmkhL8CAyCRPXCE28MMH0z2PNWQBNk2Q09ZdxM9IOOXwxwZbN+qbWaatPkdkWIKL2ZVDImrN/pK5HTRz2PcS4g==}
+    engines: {node: '>= 0.8'}
+
+  react-css-styled@1.1.9:
+    resolution: {integrity: sha512-M7fJZ3IWFaIHcZEkoFOnkjdiUFmwd8d+gTh2bpqMOcnxy/0Gsykw4dsL4QBiKsxcGow6tETUa4NAUcmJF+/nfw==}
+
   react-dom@18.2.0:
     resolution: {integrity: sha512-6IMTriUmvsjHUjNtEDudZfuDQUoWXVxKHhlEGSk81n4YFS+r/Kl99wXiwlVXtPBtJenozv2P+hxDsw9eA7Xo6g==}
     peerDependencies:
@@ -7161,6 +8411,15 @@ packages:
   react-lifecycles-compat@3.0.4:
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+  react-markdown@9.1.0:
+    resolution: {integrity: sha512-xaijuJB0kzGiUdG7nc2MOMDUDBWPyGAjZtUrow9XxUeua8IqeP+VlIfAZ3bphpcLTnSZXz6z9jcVC/TCwbfgdw==}
+    peerDependencies:
+      '@types/react': '>=18'
+      react: '>=18'
+
+  react-moveable@0.56.0:
+    resolution: {integrity: sha512-FmJNmIOsOA36mdxbrc/huiE4wuXSRlmon/o+/OrfNhSiYYYL0AV5oObtPluEhb2Yr/7EfYWBHTxF5aWAvjg1SA==}
+
   react-promise-suspense@0.3.4:
     resolution: {integrity: sha512-I42jl7L3Ze6kZaq+7zXWSunBa3b1on5yfvUW6Eo/3fFOj6dZ5Bqmcd264nJbTK/gn1HjjILAjSwnZbV4RpSaNQ==}
 
@@ -7217,6 +8476,9 @@ packages:
     peerDependencies:
       react: '>=16.8'
 
+  react-selecto@1.26.3:
+    resolution: {integrity: sha512-Ubik7kWSnZyQEBNro+1k38hZaI1tJarE+5aD/qsqCOA1uUBSjgKVBy3EWRzGIbdmVex7DcxznFZLec/6KZNvwQ==}
+
   react-style-singleton@2.2.3:
     resolution: {integrity: sha512-b6jSvxvVnyptAiLjbkWLE/lOnR4lfTtDAl+eUC7RZy+QQWc6wRzIV2CE6xBuMmDxc2qIihtDCZD5NPOFl7fRBQ==}
     engines: {node: '>=10'}
@@ -7227,6 +8489,12 @@ packages:
       '@types/react':
         optional: true
 
+  react-tweet@3.2.2:
+    resolution: {integrity: sha512-hIkxAVPpN2RqWoDEbo3TTnN/pDcp9/Jb6pTgiA4EbXa9S+m2vHIvvZKHR+eS0PDIsYqe+zTmANRa5k6+/iwGog==}
+    peerDependencies:
+      react: ^18.0.0 || ^19.0.0
+      react-dom: ^18.0.0 || ^19.0.0
+
   react-virtualized@9.22.6:
     resolution: {integrity: sha512-U5j7KuUQt3AaMatlMJ0UJddqSiX+Km0YJxSqbAzIiGw5EmNz0khMyqP2hzgu4+QUtm+QPIrxzUX4raJxmVJnHg==}
     peerDependencies:
@@ -7271,6 +8539,10 @@ packages:
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     engines: {node: '>=8.10.0'}
 
+  readdirp@4.1.2:
+    resolution: {integrity: sha512-GDhwkLfywWL2s6vEjyhri+eXmfH6j1L7JE27WhqLeYzoh/A3DBaYGEj2H/HFZCn/kMfim73FXxEJTw06WtxQwg==}
+    engines: {node: '>= 14.18.0'}
+
   redent@3.0.0:
     resolution: {integrity: sha512-6tDA8g98We0zd0GvVeMT9arEOnTw9qM03L9cJXaCjrip1OO764RDBLBfrB4cwzNGDj5OA5ioymC9GkizgWJDUg==}
     engines: {node: '>=8'}
@@ -7311,9 +8583,15 @@ packages:
   remark-parse@10.0.2:
     resolution: {integrity: sha512-3ydxgHa/ZQzG8LvC7jTXccARYDcRld3VfcgIIFs7bI6vbRSxJJmzgLEIIoYKyrfhaY+ujuWaf/PJiMZXoiCXgw==}
 
+  remark-parse@11.0.0:
+    resolution: {integrity: sha512-FCxlKLNGknS5ba/1lmpYijMUzX2esxW5xQqjWxw2eHFfS2MSdaHVINFmhjo+qN1WhZhNimq0dZATN9pH0IDrpA==}
+
   remark-rehype@10.1.0:
     resolution: {integrity: sha512-EFmR5zppdBp0WQeDVZ/b66CWJipB2q2VLNFMabzDSGR66Z2fQii83G5gTBbgGEnEEA0QRussvrFHxk1HWGJskw==}
 
+  remark-rehype@11.1.2:
+    resolution: {integrity: sha512-Dh7l57ianaEoIpzbp0PC9UKAdCSVklD8E5Rpw7ETfbTl3FqcOOgq5q2LVDhgGCkaBv7p24JXikPdvhhmHvKMsw==}
+
   remix-auth-oauth2@3.4.1:
     resolution: {integrity: sha512-ZhGon1czdIsOw1/O9EcTCzapZB6FpT3u9vtXSVeEMwGNs+iWljRsibnUC1RtwJbzzCdLBSwIXTNTbiRmLZ4cZw==}
     engines: {node: ^20.0.0 || >=20.0.0}
@@ -7378,6 +8656,10 @@ packages:
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     engines: {node: '>=0.10.0'}
 
+  require-in-the-middle@7.5.2:
+    resolution: {integrity: sha512-gAZ+kLqBdHarXB64XpAe2VCjB7rIRv+mU8tfRWziHRJ5umKsIHN2tLLv6EtMw7WCdP19S0ERVMldNvxYCHnhSQ==}
+    engines: {node: '>=8.6.0'}
+
   require-like@0.1.2:
     resolution: {integrity: sha512-oyrU88skkMtDdauHDuKVrgR+zuItqr6/c//FXzvmxRGMexSDc6hNvJInGW3LL46n+8b50RykrvwSUIIQH2LQ5A==}
 
@@ -7446,6 +8728,16 @@ packages:
     engines: {node: '>=18.0.0', npm: '>=8.0.0'}
     hasBin: true
 
+  rope-sequence@1.3.4:
+    resolution: {integrity: sha512-UT5EDe2cu2E/6O4igUr5PSFs23nvvukicWHx6GnOPlHAiiYbzNuCRQCuiUdHJQcqKalLKlrYJnjY0ySGsXNQXQ==}
+
+  router@2.2.0:
+    resolution: {integrity: sha512-nLTrUKm2UyiL7rlhapu/Zl45FwNgkZGaCpZbIHajDYgwlJCOzLSk+cIPAnsEqV955GjILJnKbdQC1nVPz+gAYQ==}
+    engines: {node: '>= 18'}
+
+  run-exclusive@2.2.19:
+    resolution: {integrity: sha512-K3mdoAi7tjJ/qT7Flj90L7QyPozwUaAG+CVhkdDje4HLKXUYC3N/Jzkau3flHVDLQVhiHBtcimVodMjN9egYbA==}
+
   run-parallel@1.2.0:
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@@ -7493,6 +8785,9 @@ packages:
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+  selecto@1.26.3:
+    resolution: {integrity: sha512-gZHgqMy5uyB6/2YDjv3Qqaf7bd2hTDOpPdxXlrez4R3/L0GiEWDCFaUfrflomgqdb3SxHF2IXY0Jw0EamZi7cw==}
+
   semver@5.7.2:
     resolution: {integrity: sha512-cBznnQ9KjJqU67B52RMC65CMarK2600WFnbkcaiwWq3xy/5haFJlshgnpjovMVJ+Hff49d8GEn0b87C5pDQ10g==}
     hasBin: true
@@ -7510,6 +8805,10 @@ packages:
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     engines: {node: '>= 0.8.0'}
 
+  send@1.2.0:
+    resolution: {integrity: sha512-uaW0WwXKpL9blXE2o0bRhoL2EGXIrZxQ2ZQ4mgcfoBxdFmQold+qWsD2jLrfZ0trjKL6vOw0j//eAwcALFjKSw==}
+    engines: {node: '>= 18'}
+
   serialize-javascript@6.0.2:
     resolution: {integrity: sha512-Saa1xPByTTq2gdeFZYLLo+RFE35NHZkAbqZeWNd3BpzppeVisAqpDjcp8dyf6uIvEqJRd46jemmyA4iFIeVk8g==}
 
@@ -7517,6 +8816,10 @@ packages:
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     engines: {node: '>= 0.8.0'}
 
+  serve-static@2.2.0:
+    resolution: {integrity: sha512-61g9pCh0Vnh7IutZjtLGGpTA355+OPn2TyDv/6ivP2h/AdAVX9azsoxmg2/M6nZeQZNYBEwIcsne1mJd9oQItQ==}
+    engines: {node: '>= 18'}
+
   set-blocking@2.0.0:
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@@ -7558,6 +8861,9 @@ packages:
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     engines: {node: '>= 0.4'}
 
+  shimmer@1.2.1:
+    resolution: {integrity: sha512-sQTKC1Re/rM6XyFM6fIAGHRPVGvyXfgzIDvzoq608vM+jeyVD0Tu1E6Np0Kc2zAIFWIj963V2800iF/9LPieQw==}
+
   side-channel-list@1.0.0:
     resolution: {integrity: sha512-FCLHtRD/gnpCiCHEiJLOwdmFP+wzCmDEkc9y7NsYxeF4u7Btsn1ZuwgwJGxImImHicJArLP4R0yX4c2KCrMrTA==}
     engines: {node: '>= 0.4'}
@@ -7574,6 +8880,9 @@ packages:
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     engines: {node: '>= 0.4'}
 
+  sigma@3.0.2:
+    resolution: {integrity: sha512-/BUbeOwPGruiBOm0YQQ6ZMcLIZ6tf/W+Jcm7dxZyAX0tK3WP9/sq7/NAWBxPIxVahdGjCJoGwej0Gdrv0DxlQQ==}
+
   signal-exit@3.0.7:
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@@ -7581,6 +8890,9 @@ packages:
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     engines: {node: '>=14'}
 
+  simple-oauth2@5.1.0:
+    resolution: {integrity: sha512-gWDa38Ccm4MwlG5U7AlcJxPv3lvr80dU7ARJWrGdgvOKyzSj1gr3GBPN1rABTedAYvC/LsGYoFuFxwDBPtGEbw==}
+
   simple-swizzle@0.2.2:
     resolution: {integrity: sha512-JA//kQgZtbuY83m+xT+tXJkmJncGMTFT+C+g2h2R9uxkYIrE2yy9sgmcLhCnw57/WSD+Eh3J97FPEDFnbXnDUg==}
 
@@ -7588,6 +8900,9 @@ packages:
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     engines: {node: '>=8'}
 
+  slug@6.1.0:
+    resolution: {integrity: sha512-x6vLHCMasg4DR2LPiyFGI0gJJhywY6DTiGhCrOMzb3SOk/0JVLIaL4UhyFSHu04SD3uAavrKY/K3zZ3i6iRcgA==}
+
   smartwrap@2.0.2:
     resolution: {integrity: sha512-vCsKNQxb7PnCNd2wY1WClWifAc2lwqsG8OaswpJkVJsvMGcnEntdTCDajZCkk93Ay1U3t/9puJmb525Rg5MZBA==}
     engines: {node: '>=6'}
@@ -7600,6 +8915,10 @@ packages:
     resolution: {integrity: sha512-nU+ywttCyBitXIl9Xe0RSEfek4LneYkJxCeNnKCuhwoH4jGXO1ipIUw/VA/+Vvv2G1MTym11fzFC0SxkrcfXDw==}
     engines: {node: '>=10.0.0'}
 
+  socket.io-client@4.7.5:
+    resolution: {integrity: sha512-sJ/tqHOCe7Z50JCBCXrsY3I2k03iOiUe+tj1OmKeD2lXPiGH/RUCdTZFoqVyN7l1MnpIzPrGtLcijffmeouNlQ==}
+    engines: {node: '>=10.0.0'}
+
   socket.io-parser@4.2.4:
     resolution: {integrity: sha512-/GbIKmo8ioc+NIWIhwdecY0ge+qVBSMdgxGygevmdHj24bsfgtCmcUUcQ5ZzcylGFHsN3k4HB4Cgkl96KVnuew==}
     engines: {node: '>=10.0.0'}
@@ -7608,6 +8927,10 @@ packages:
     resolution: {integrity: sha512-SE+UIQXBQE+GPG2oszWMlsEmWtHVqw/h1VrYJGK5/MC7CH5p58N448HwIrtREcvR4jfdOJAY4ieQfxMr55qbbw==}
     engines: {node: '>=10.2.0'}
 
+  socket.io@4.7.4:
+    resolution: {integrity: sha512-DcotgfP1Zg9iP/dH9zvAQcWrE0TtbMVwXmlV4T4mqsvY+gw+LqUGPfx2AoVyRk0FLME+GQhufDMyacFmw7ksqw==}
+    engines: {node: '>=10.2.0'}
+
   sonner@1.3.1:
     resolution: {integrity: sha512-+rOAO56b2eI3q5BtgljERSn2umRk63KFIvgb2ohbZ5X+Eb5u+a/7/0ZgswYqgBMg8dyl7n6OXd9KasA8QF9ToA==}
     peerDependencies:
@@ -7633,6 +8956,10 @@ packages:
     resolution: {integrity: sha512-l3BikUxvPOcn5E74dZiq5BGsTb5yEwhaTSzccU6t4sDOH8NWJCstKO5QT2CvtFoK6F0saL7p9xHAqHOlCPJygA==}
     engines: {node: '>= 8'}
 
+  source-map@0.8.0-beta.0:
+    resolution: {integrity: sha512-2ymg6oRBpebeZi9UUNsgQ89bhx01TcTkmNTGnNO88imTmbSgy4nfujrgVEFKWpMTEGA11EDkTt7mqObTPdigIA==}
+    engines: {node: '>= 8'}
+
   space-separated-tokens@2.0.2:
     resolution: {integrity: sha512-PEGlAwrG8yXGXRjW32fGbg66JAlOAwbObuqVoJpv/mRgoWDQfgH1wDPvtzWyUSNAXBGSk8h755YDbbcEy3SH2Q==}
 
@@ -7672,6 +8999,9 @@ packages:
     resolution: {integrity: sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ==}
     engines: {node: '>= 0.8'}
 
+  std-env@3.9.0:
+    resolution: {integrity: sha512-UGvjygr6F6tpH7o2qyqR6QYpwraIjKSdtzyBdyytFOHmPZY917kwdwLG0RbOjWOnKmnm3PeHjaoLLMie7kPLQw==}
+
   stop-iteration-iterator@1.1.0:
     resolution: {integrity: sha512-eLoXW/DHyl62zxY4SCaIgnRhuMr6ri4juEYARS8E6sCEqzKpOiE521Ucofdx+KnDZl5xmvGYaaKCk5FEOxJCoQ==}
     engines: {node: '>= 0.4'}
@@ -7752,6 +9082,14 @@ packages:
     resolution: {integrity: sha512-BrpvfNAE3dcvq7ll3xVumzjKjZQ5tI1sEUIKr3Uoks0XUl45St3FlatVqef9prk4jRDzhW6WZg+3bk93y6pLjA==}
     engines: {node: '>=6'}
 
+  strip-final-newline@3.0.0:
+    resolution: {integrity: sha512-dOESqjYr96iWYylGObzd39EuNTa5VJxyvVAEm5Jnh7KGo75V43Hk1odPQkNDyXNmUR6k+gEiDVXnjB8HJ3crXw==}
+    engines: {node: '>=12'}
+
+  strip-final-newline@4.0.0:
+    resolution: {integrity: sha512-aulFJcD6YK8V1G7iRB5tigAP4TsHBZZrOV8pjV++zdUwmeV8uzbY7yn6h9MswN62adStNZFuCIx4haBnRuMDaw==}
+    engines: {node: '>=18'}
+
   strip-indent@3.0.0:
     resolution: {integrity: sha512-laJTa3Jb+VQpaC6DseHhF7dXVqHTfJPCRDaEbid/drOhgitgYku/letMUqOXFoWV0zIIUbjpdH2t+tYj4bQMRQ==}
     engines: {node: '>=8'}
@@ -7763,9 +9101,15 @@ packages:
   strnum@1.1.2:
     resolution: {integrity: sha512-vrN+B7DBIoTTZjnPNewwhx6cBA/H+IS7rfW68n7XxC1y7uoiGQBxaKzqucGUgavX15dJgiGztLJ8vxuEzwqBdA==}
 
+  style-to-js@1.1.17:
+    resolution: {integrity: sha512-xQcBGDxJb6jjFCTzvQtfiPn6YvvP2O8U1MDIPNfJQlWMYfktPy+iGsHE7cssjs7y84d9fQaK4UF3RIJaAHSoYA==}
+
   style-to-object@0.4.4:
     resolution: {integrity: sha512-HYNoHZa2GorYNyqiCaBgsxvcJIn7OHq6inEga+E6Ke3m5JkoqpQbnFssk4jwe+K7AhGa2fcha4wSOf1Kn01dMg==}
 
+  style-to-object@1.0.9:
+    resolution: {integrity: sha512-G4qppLgKu/k6FwRpHiGiKPaPTFcG3g4wNVX/Qsfu+RqQM30E7Tyu/TEgxcL9PNLF5pdRLwQdE3YKKf+KF2Dzlw==}
+
   styled-jsx@5.1.1:
     resolution: {integrity: sha512-pW7uC1l4mBZ8ugbiZrcIsiIvVx1UmTfw7UkC3Um2tmfUq9Bhk8IiyEIPl6F8agHgjzku6j0xQEZbfA5uSgSaCw==}
     engines: {node: '>= 12.0.0'}
@@ -7784,6 +9128,10 @@ packages:
     engines: {node: '>=16 || 14 >=14.17'}
     hasBin: true
 
+  superjson@2.2.2:
+    resolution: {integrity: sha512-5JRxVqC8I8NuOUjzBbvVJAKNM8qoVuH0O77h4WInc/qC2q5IreqKxYwgkga3PfA22OayK2ikceb/B26dztPl+Q==}
+    engines: {node: '>=16'}
+
   supports-color@5.5.0:
     resolution: {integrity: sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==}
     engines: {node: '>=4'}
@@ -7869,6 +9217,9 @@ packages:
     resolution: {integrity: sha512-5S7Va8hKfV7W5U6g3aYxXmlPoZVAwUMy9AOKyF2fVuZa2UD3qZjg578OrLRt8PcNN1PleVaL/5/yYATNL0ICUw==}
     engines: {node: '>=18'}
 
+  tdigest@0.1.2:
+    resolution: {integrity: sha512-+G0LLgjjo9BZX2MfdvPfH+MKLCrxlXSYec5DaPYP1fe6Iyhf0/fSmJ0bFiZ1F8BT6cGXl2LpltQptzjXKWEkKA==}
+
   term-size@2.2.1:
     resolution: {integrity: sha512-wK0Ri4fOGjv/XPy8SBHZChl8CM7uMc5VML7SqiQ0zG7+J5Vr+RMQDoHa2CNT6KHUnTGIXH34UDMkPzAUyapBZg==}
     engines: {node: '>=8'}
@@ -7914,10 +9265,19 @@ packages:
   tiny-invariant@1.3.3:
     resolution: {integrity: sha512-+FbBPE1o9QAYvviau/qC5SE3caw21q3xkvWKBtja5vgqOWIHHJ3ioaq1VPfn/Szqctz2bU/oYeKd9/z5BL+PVg==}
 
+  tinyexec@0.3.2:
+    resolution: {integrity: sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA==}
+
   tinyglobby@0.2.14:
     resolution: {integrity: sha512-tX5e7OM1HnYr2+a2C/4V0htOcSQcoSTH9KgJnVvNm5zm/cyEWKJ7j7YutsH9CxMdtOkkLFy2AHrMci9IM8IPZQ==}
     engines: {node: '>=12.0.0'}
 
+  tippy.js@6.3.7:
+    resolution: {integrity: sha512-E1d3oP2emgJ9dRQZdf3Kkn0qJgI6ZLpyS5z6ZkY1DF3kaQaBsGZsndEpHwx+eC+tYM41HaSNvNtLx8tU57FzTQ==}
+
+  tiptap-extension-global-drag-handle@0.1.18:
+    resolution: {integrity: sha512-jwFuy1K8DP3a4bFy76Hpc63w1Sil0B7uZ3mvhQomVvUFCU787Lg2FowNhn7NFzeyok761qY2VG+PZ/FDthWUdg==}
+
   tmp@0.0.33:
     resolution: {integrity: sha512-jRCJlojKnZ3addtTOjdIqoRuPEKBvNXcGYqzO6zWZX8KfKEpnGY5jfggJQ3EjKuu8D4bJRr0y+cYJFmYbImXGw==}
     engines: {node: '>=0.6.0'}
@@ -7936,6 +9296,13 @@ packages:
   tr46@0.0.3:
     resolution: {integrity: sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==}
 
+  tr46@1.0.1:
+    resolution: {integrity: sha512-dTpowEjclQ7Kgx5SdBkqRzVhERQXov8/l9Ft9dVM9fmg0W0KQSVaXX9T4i6twCPNtYiZM53lpSSUAwJbFPOHxA==}
+
+  tree-kill@1.2.2:
+    resolution: {integrity: sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A==}
+    hasBin: true
+
   trim-lines@3.0.1:
     resolution: {integrity: sha512-kRj8B+YHZCc9kQYdWfJB2/oUl9rA99qbowYYBtr4ui4mZyAQ2JpvVBd/6U2YloATfqBhBTSMhTpgBHtU0Mf3Rg==}
 
@@ -7955,6 +9322,19 @@ packages:
   ts-interface-checker@0.1.13:
     resolution: {integrity: sha512-Y/arvbn+rrz3JCKl9C4kVNfTfSm2/mEp5FSz5EsZSANGPSlQrpRI5M4PKF+mJnE52jOO90PnPSc3Ur3bTQw0gA==}
 
+  tsafe@1.8.5:
+    resolution: {integrity: sha512-LFWTWQrW6rwSY+IBNFl2ridGfUzVsPwrZ26T4KUJww/py8rzaQ/SY+MIz6YROozpUCaRcuISqagmlwub9YT9kw==}
+
+  tsconfck@3.1.3:
+    resolution: {integrity: sha512-ulNZP1SVpRDesxeMLON/LtWM8HIgAJEIVpVVhBM6gsmvQ8+Rh+ZG7FWGvHh7Ah3pRABwVJWklWCr/BTZSv0xnQ==}
+    engines: {node: ^18 || >=20}
+    hasBin: true
+    peerDependencies:
+      typescript: ^5.0.0
+    peerDependenciesMeta:
+      typescript:
+        optional: true
+
   tsconfck@3.1.6:
     resolution: {integrity: sha512-ks6Vjr/jEw0P1gmOVwutM3B7fWxoWBL2KRDb1JfqGVawBmO5UsvmWOQFGHBPl5yxYz4eERr19E6L7NMv+Fej4w==}
     engines: {node: ^18 || >=20}
@@ -7978,6 +9358,25 @@ packages:
   tslib@2.8.1:
     resolution: {integrity: sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==}
 
+  tsup@8.5.0:
+    resolution: {integrity: sha512-VmBp77lWNQq6PfuMqCHD3xWl22vEoWsKajkF8t+yMBawlUS8JzEI+vOVMeuNZIuMML8qXRizFKi9oD5glKQVcQ==}
+    engines: {node: '>=18'}
+    hasBin: true
+    peerDependencies:
+      '@microsoft/api-extractor': ^7.36.0
+      '@swc/core': ^1
+      postcss: ^8.4.12
+      typescript: '>=4.5.0'
+    peerDependenciesMeta:
+      '@microsoft/api-extractor':
+        optional: true
+      '@swc/core':
+        optional: true
+      postcss:
+        optional: true
+      typescript:
+        optional: true
+
   tsutils@3.21.0:
     resolution: {integrity: sha512-mHKK3iUXL+3UF6xL5k0PEhKRUBKPBCv/+RkEOpjRWxxx27KKRBmmA60A9pgOUvMi8GKhRMPEmjBRPzs2W7O1OA==}
     engines: {node: '>= 6'}
@@ -7989,6 +9388,9 @@ packages:
     engines: {node: '>=8.0.0'}
     hasBin: true
 
+  tunnel-rat@0.1.2:
+    resolution: {integrity: sha512-lR5VHmkPhzdhrM092lI2nACsLO4QubF0/yoOhzX7c+wIpbN1GjHNzCc91QlpxBi+cnx8vVJ+Ur6vL5cEoQPFpQ==}
+
   turbo-darwin-64@2.5.4:
     resolution: {integrity: sha512-ah6YnH2dErojhFooxEzmvsoZQTMImaruZhFPfMKPBq8sb+hALRdvBNLqfc8NWlZq576FkfRZ/MSi4SHvVFT9PQ==}
     cpu: [x64]
@@ -8058,6 +9460,10 @@ packages:
     resolution: {integrity: sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==}
     engines: {node: '>= 0.6'}
 
+  type-is@2.0.1:
+    resolution: {integrity: sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==}
+    engines: {node: '>= 0.6'}
+
   typed-array-buffer@1.0.3:
     resolution: {integrity: sha512-nAYYwfY3qnzX30IkA6AQZjVbtK6duGontcQm1WSG1MD94YLqK0515GNApXkoxKOWMusVssAHWLh9SeaoefYFGw==}
     engines: {node: '>= 0.4'}
@@ -8089,13 +9495,34 @@ packages:
     engines: {node: '>=14.17'}
     hasBin: true
 
+  uc.micro@2.1.0:
+    resolution: {integrity: sha512-ARDJmphmdvUk6Glw7y9DQ2bFkKBHwQHLi2lsaH6PPmz/Ka9sFOBsBluozhDltWmnv9u/cF6Rt87znRTPV+yp/A==}
+
   ufo@1.6.1:
     resolution: {integrity: sha512-9a4/uxlTWJ4+a5i0ooc1rU7C7YOw3wT+UGqdeNNHWnOF9qcMBgLRS+4IYUqbczewFx4mLEig6gawh7X6mFlEkA==}
 
+  uglify-js@3.19.3:
+    resolution: {integrity: sha512-v3Xu+yuwBXisp6QYTcH4UbH+xYJXqnq2m/LtQVWKWzYc1iehYnLixoQDN9FH6/j9/oybfd6W9Ghwkl8+UMKTKQ==}
+    engines: {node: '>=0.8.0'}
+    hasBin: true
+
+  ulid@2.4.0:
+    resolution: {integrity: sha512-fIRiVTJNcSRmXKPZtGzFQv9WRrZ3M9eoptl/teFJvjOzmpU+/K/JH6HZ8deBfb5vMEpicJcLn7JmvdknlMq7Zg==}
+    hasBin: true
+
   unbox-primitive@1.1.0:
     resolution: {integrity: sha512-nWJ91DjeOkej/TA8pXQ3myruKpKEYgqvpw9lz4OPHj/NWFNluYrjbz9j01CJ8yKQd2g4jFoOkINCTW2I5LEEyw==}
     engines: {node: '>= 0.4'}
 
+  uncrypto@0.1.3:
+    resolution: {integrity: sha512-Ql87qFHB3s/De2ClA9e0gsnS6zXG27SkTiSJwjCc9MebbfapQfuPzumMIUMi38ezPZVNFcHI9sUIepeQfw8J8Q==}
+
+  undici-types@5.26.5:
+    resolution: {integrity: sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==}
+
+  undici-types@6.21.0:
+    resolution: {integrity: sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==}
+
   undici-types@7.8.0:
     resolution: {integrity: sha512-9UJ2xGDvQ43tYyVMpuHlsgApydB8ZKfVYTsLDhXkFL/6gfkp+U8xTGdh8pMJv1SpZna0zxG1DwsKZsreLbXBxw==}
 
@@ -8103,9 +9530,16 @@ packages:
     resolution: {integrity: sha512-gBLkYIlEnSp8pFbT64yFgGE6UIB9tAkhukC23PmMDCe5Nd+cRqKxSjw5y54MK2AZMgZfJWMaNE4nYUHgi1XEOw==}
     engines: {node: '>=18.17'}
 
+  unicorn-magic@0.3.0:
+    resolution: {integrity: sha512-+QBBXBCvifc56fsbuxZQ6Sic3wqqc3WWaqxs58gvJrcOuN83HGTCwz3oS5phzU9LthRNE9VrJCFCLUgHeeFnfA==}
+    engines: {node: '>=18'}
+
   unified@10.1.2:
     resolution: {integrity: sha512-pUSWAi/RAnVy1Pif2kAoeWNBa3JVrx0MId2LASj8G+7AiHWoKZNTomq6LG326T68U7/e263X6fTdcXIy7XnF7Q==}
 
+  unified@11.0.5:
+    resolution: {integrity: sha512-xKvGhPWw3k84Qjh8bI3ZeJjqnyadK+GEFtazSfZv/rKeTkTjOJho6mFqh2SM96iIcZokxiOpg78GazTSg8+KHA==}
+
   unique-filename@3.0.0:
     resolution: {integrity: sha512-afXhuC55wkAmZ0P18QsVE6kp8JaxrEokN2HGIoIVv2ijHQd419H0+6EigAFcIzXeMIkcIkNBpB3L/DXB3cTS/g==}
     engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}
@@ -8120,24 +9554,39 @@ packages:
   unist-util-is@5.2.1:
     resolution: {integrity: sha512-u9njyyfEh43npf1M+yGKDGVPbY/JWEemg5nH05ncKPfi+kBbKBJoTdsogMu33uhytuLlv9y0O7GH7fEdwLdLQw==}
 
+  unist-util-is@6.0.0:
+    resolution: {integrity: sha512-2qCTHimwdxLfz+YzdGfkqNlH0tLi9xjTnHddPmJwtIG9MGsdbutfTc4P+haPD7l7Cjxf/WZj+we5qfVPvvxfYw==}
+
   unist-util-position-from-estree@1.1.2:
     resolution: {integrity: sha512-poZa0eXpS+/XpoQwGwl79UUdea4ol2ZuCYguVaJS4qzIOMDzbqz8a3erUCOmubSZkaOuGamb3tX790iwOIROww==}
 
   unist-util-position@4.0.4:
     resolution: {integrity: sha512-kUBE91efOWfIVBo8xzh/uZQ7p9ffYRtUbMRZBNFYwf0RK8koUMx6dGUfwylLOKmaT2cs4wSW96QoYUSXAyEtpg==}
 
+  unist-util-position@5.0.0:
+    resolution: {integrity: sha512-fucsC7HjXvkB5R3kTCO7kUjRdrS0BJt3M/FPxmHMBOm8JQi2BsHAHFsy27E0EolP8rp0NzXsJ+jNPyDWvOJZPA==}
+
   unist-util-remove-position@4.0.2:
     resolution: {integrity: sha512-TkBb0HABNmxzAcfLf4qsIbFbaPDvMO6wa3b3j4VcEzFVaw1LBKwnW4/sRJ/atSLSzoIg41JWEdnE7N6DIhGDGQ==}
 
   unist-util-stringify-position@3.0.3:
     resolution: {integrity: sha512-k5GzIBZ/QatR8N5X2y+drfpWG8IDBzdnVj6OInRNWm1oXrzydiaAT2OQiA8DPRRZyAKb9b6I2a6PxYklZD0gKg==}
 
+  unist-util-stringify-position@4.0.0:
+    resolution: {integrity: sha512-0ASV06AAoKCDkS2+xw5RXJywruurpbC4JZSm7nr7MOt1ojAzvyyaO+UxZf18j8FCF6kmzCZKcAgN/yu2gm2XgQ==}
+
   unist-util-visit-parents@5.1.3:
     resolution: {integrity: sha512-x6+y8g7wWMyQhL1iZfhIPhDAs7Xwbn9nRosDXl7qoPTSCy0yNxnKc+hWokFifWQIDGi154rdUqKvbCa4+1kLhg==}
 
+  unist-util-visit-parents@6.0.1:
+    resolution: {integrity: sha512-L/PqWzfTP9lzzEa6CKs0k2nARxTdZduw3zyh8d2NVBnsyvHjSX4TWse388YrrQKbvI8w20fGjGlhgT96WwKykw==}
+
   unist-util-visit@4.1.2:
     resolution: {integrity: sha512-MSd8OUGISqHdVvfY9TPhyK2VdUrPgxkUtWSuMHF6XAAFuL4LokseigBnZtPnJMu+FbynTkFNnFlyjxpVKujMRg==}
 
+  unist-util-visit@5.0.0:
+    resolution: {integrity: sha512-MR04uvD+07cwl/yhVuVWAtw+3GOR/knlL55Nd/wAdblk27GCVt3lqpTivy/tkJcZoNPzTwS1Y+KMojlLDhoTzg==}
+
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     engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}
 
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@@ -8320,6 +9779,9 @@ packages:
       yaml:
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+
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+
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+
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     engines: {node: '>=0.10.0'}
 
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+
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     engines: {node: '>=10'}
 
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+    engines: {node: '>=18'}
+
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+    engines: {node: '>=12.7.0'}
+    peerDependencies:
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+      immer: '>=9.0.6'
+      react: '>=16.8'
+    peerDependenciesMeta:
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+        optional: true
+      immer:
+        optional: true
+      react:
+        optional: true
+
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 snapshots:
 
+  '@ai-sdk/anthropic@1.2.12(zod@3.23.8)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.23.8)
+      zod: 3.23.8
+
+  '@ai-sdk/google@1.2.22(zod@3.23.8)':
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+      '@ai-sdk/provider-utils': 2.2.8(zod@3.23.8)
+      zod: 3.23.8
+
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@@ -9184,6 +10686,12 @@ snapshots:
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       '@babel/helper-validator-identifier': 7.27.1
 
+  '@bugsnag/cuid@3.2.1': {}
+
+  '@cfcs/core@0.0.6':
+    dependencies:
+      '@egjs/component': 3.0.5
+
   '@changesets/apply-release-plan@6.1.4':
     dependencies:
       '@babel/runtime': 7.27.6
@@ -9271,10 +10779,10 @@ snapshots:
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       semver: 7.7.2
 
-  '@changesets/get-github-info@0.5.2':
+  '@changesets/get-github-info@0.5.2(encoding@0.1.13)':
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-      node-fetch: 2.7.0
+      node-fetch: 2.7.0(encoding@0.1.13)
     transitivePeerDependencies:
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@@ -9354,8 +10862,24 @@ snapshots:
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       zod: 3.23.8
 
+  '@daybrush/utils@1.13.0': {}
+
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+  '@egjs/agent@2.4.4': {}
+
+  '@egjs/children-differ@1.0.1':
+    dependencies:
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+
+  '@egjs/component@3.0.5': {}
+
+  '@egjs/list-differ@1.0.1': {}
+
+  '@electric-sql/client@1.0.0-beta.1':
+    optionalDependencies:
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+
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     dependencies:
       '@emnapi/wasi-threads': 1.0.2
@@ -9706,6 +11230,40 @@ snapshots:
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       purgecss: 2.3.0
 
+  '@google-cloud/precise-date@4.0.0': {}
+
+  '@grpc/grpc-js@1.13.4':
+    dependencies:
+      '@grpc/proto-loader': 0.7.15
+      '@js-sdsl/ordered-map': 4.4.2
+
+  '@grpc/proto-loader@0.7.15':
+    dependencies:
+      lodash.camelcase: 4.3.0
+      long: 5.3.2
+      protobufjs: 7.5.3
+      yargs: 17.7.2
+
+  '@hapi/boom@10.0.1':
+    dependencies:
+      '@hapi/hoek': 11.0.7
+
+  '@hapi/bourne@3.0.0': {}
+
+  '@hapi/hoek@11.0.7': {}
+
+  '@hapi/hoek@9.3.0': {}
+
+  '@hapi/topo@5.1.0':
+    dependencies:
+      '@hapi/hoek': 9.3.0
+
+  '@hapi/wreck@18.1.0':
+    dependencies:
+      '@hapi/boom': 10.0.1
+      '@hapi/bourne': 3.0.0
+      '@hapi/hoek': 11.0.7
+
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     dependencies:
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@@ -9755,6 +11313,10 @@ snapshots:
       '@jridgewell/resolve-uri': 3.1.2
       '@jridgewell/sourcemap-codec': 1.5.0
 
+  '@js-sdsl/ordered-map@4.4.2': {}
+
+  '@jsonhero/path@1.0.21': {}
+
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   '@manypkg/find-root@1.1.0':
@@ -9801,6 +11363,22 @@ snapshots:
 
   '@mjackson/headers@0.9.0': {}
 
+  '@modelcontextprotocol/sdk@1.13.2':
+    dependencies:
+      ajv: 6.12.6
+      content-type: 1.0.5
+      cors: 2.8.5
+      cross-spawn: 7.0.6
+      eventsource: 3.0.7
+      express: 5.1.0
+      express-rate-limit: 7.5.1(express@5.1.0)
+      pkce-challenge: 5.0.0
+      raw-body: 3.0.0
+      zod: 3.23.8
+      zod-to-json-schema: 3.24.5(zod@3.23.8)
+    transitivePeerDependencies:
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+
   '@msgpackr-extract/msgpackr-extract-darwin-arm64@3.0.3':
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@@ -9914,8 +11492,178 @@ snapshots:
 
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+      '@opentelemetry/context-async-hooks': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/core': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/propagator-b3': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/propagator-jaeger': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-base': 1.25.1(@opentelemetry/api@1.9.0)
+      semver: 7.7.2
+
+  '@opentelemetry/semantic-conventions@1.25.1': {}
+
+  '@opentelemetry/semantic-conventions@1.28.0': {}
+
   '@oslojs/asn1@1.0.0':
     dependencies:
       '@oslojs/binary': 1.0.0
@@ -9938,6 +11686,8 @@ snapshots:
   '@pkgjs/parseargs@0.11.0':
     optional: true
 
+  '@popperjs/core@2.11.8': {}
+
   '@prisma/client@5.4.1(prisma@5.4.1)':
     dependencies:
       '@prisma/engines-version': 5.4.1-1.2f302df92bd8945e20ad4595a73def5b96afa54f
@@ -9948,6 +11698,29 @@ snapshots:
 
   '@prisma/engines@5.4.1': {}
 
+  '@protobufjs/aspromise@1.1.2': {}
+
+  '@protobufjs/base64@1.1.2': {}
+
+  '@protobufjs/codegen@2.0.4': {}
+
+  '@protobufjs/eventemitter@1.1.0': {}
+
+  '@protobufjs/fetch@1.1.0':
+    dependencies:
+      '@protobufjs/aspromise': 1.1.2
+      '@protobufjs/inquire': 1.1.0
+
+  '@protobufjs/float@1.0.2': {}
+
+  '@protobufjs/inquire@1.1.0': {}
+
+  '@protobufjs/path@1.1.2': {}
+
+  '@protobufjs/pool@1.1.0': {}
+
+  '@protobufjs/utf8@1.1.0': {}
+
   '@radix-ui/colors@1.0.1': {}
 
   '@radix-ui/number@1.1.1': {}
@@ -10896,16 +12669,18 @@ snapshots:
     dependencies:
       react: 18.3.1
 
-  '@remix-run/changelog-github@0.0.5':
+  '@remirror/core-constants@3.0.0': {}
+
+  '@remix-run/changelog-github@0.0.5(encoding@0.1.13)':
     dependencies:
       '@changesets/errors': 0.1.4
-      '@changesets/get-github-info': 0.5.2
+      '@changesets/get-github-info': 0.5.2(encoding@0.1.13)
       '@changesets/types': 5.2.1
       dotenv: 8.6.0
     transitivePeerDependencies:
       - encoding
 
-  '@remix-run/dev@2.16.7(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/serve@2.16.7(typescript@5.8.3))(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(typescript@5.8.3)(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))(yaml@2.8.0)':
+  '@remix-run/dev@2.16.7(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/serve@2.16.7(typescript@5.8.3))(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(typescript@5.8.3)(vite@6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))(yaml@2.8.0)':
     dependencies:
       '@babel/core': 7.27.4
       '@babel/generator': 7.27.5
@@ -10922,7 +12697,7 @@ snapshots:
       '@remix-run/router': 1.23.0
       '@remix-run/server-runtime': 2.16.7(typescript@5.8.3)
       '@types/mdx': 2.0.13
-      '@vanilla-extract/integration': 6.5.0(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)
+      '@vanilla-extract/integration': 6.5.0(@types/node@18.19.115)(lightningcss@1.30.1)(terser@5.42.0)
       arg: 5.0.2
       cacache: 17.1.4
       chalk: 4.1.2
@@ -10962,12 +12737,12 @@ snapshots:
       tar-fs: 2.1.3
       tsconfig-paths: 4.2.0
       valibot: 0.41.0(typescript@5.8.3)
-      vite-node: 3.2.3(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite-node: 3.2.3(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
       ws: 7.5.10
     optionalDependencies:
       '@remix-run/serve': 2.16.7(typescript@5.8.3)
       typescript: 5.8.3
-      vite: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
     transitivePeerDependencies:
       - '@types/node'
       - babel-plugin-macros
@@ -11249,11 +13024,36 @@ snapshots:
 
   '@rushstack/eslint-patch@1.11.0': {}
 
+  '@scena/dragscroll@1.4.0':
+    dependencies:
+      '@daybrush/utils': 1.13.0
+      '@scena/event-emitter': 1.0.5
+
+  '@scena/event-emitter@1.0.5':
+    dependencies:
+      '@daybrush/utils': 1.13.0
+
+  '@scena/matrix@1.1.1':
+    dependencies:
+      '@daybrush/utils': 1.13.0
+
+  '@sec-ant/readable-stream@0.4.1': {}
+
   '@selderee/plugin-htmlparser2@0.11.0':
     dependencies:
       domhandler: 5.0.3
       selderee: 0.11.0
 
+  '@sideway/address@4.1.5':
+    dependencies:
+      '@hapi/hoek': 9.3.0
+
+  '@sideway/formula@3.0.1': {}
+
+  '@sideway/pinpoint@2.0.0': {}
+
+  '@sindresorhus/merge-streams@4.0.0': {}
+
   '@smithy/abort-controller@4.0.4':
     dependencies:
       '@smithy/types': 4.3.1
@@ -11561,7 +13361,7 @@ snapshots:
   '@swc/core-win32-x64-msvc@1.3.101':
     optional: true
 
-  '@swc/core@1.3.101(@swc/helpers@0.5.2)':
+  '@swc/core@1.3.101(@swc/helpers@0.5.17)':
     dependencies:
       '@swc/counter': 0.1.3
       '@swc/types': 0.1.23
@@ -11576,10 +13376,14 @@ snapshots:
       '@swc/core-win32-arm64-msvc': 1.3.101
       '@swc/core-win32-ia32-msvc': 1.3.101
       '@swc/core-win32-x64-msvc': 1.3.101
-      '@swc/helpers': 0.5.2
+      '@swc/helpers': 0.5.17
 
   '@swc/counter@0.1.3': {}
 
+  '@swc/helpers@0.5.17':
+    dependencies:
+      tslib: 2.8.1
+
   '@swc/helpers@0.5.2':
     dependencies:
       tslib: 2.8.1
@@ -11677,12 +13481,12 @@ snapshots:
       postcss-selector-parser: 6.0.10
       tailwindcss: 4.1.7
 
-  '@tailwindcss/vite@4.1.9(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))':
+  '@tailwindcss/vite@4.1.9(vite@6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))':
     dependencies:
       '@tailwindcss/node': 4.1.9
       '@tailwindcss/oxide': 4.1.9
       tailwindcss: 4.1.9
-      vite: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
 
   '@tanstack/react-table@8.21.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -11703,6 +13507,304 @@ snapshots:
       lz-string: 1.5.0
       pretty-format: 27.5.1
 
+  '@tiptap/core@2.25.0(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-blockquote@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-bold@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-bubble-menu@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+      tippy.js: 6.3.7
+
+  '@tiptap/extension-bullet-list@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-character-count@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-code-block-lowlight@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/extension-code-block@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)(highlight.js@11.11.1)(lowlight@3.3.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/extension-code-block': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+      highlight.js: 11.11.1
+      lowlight: 3.3.0
+
+  '@tiptap/extension-code-block@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-code@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-color@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/extension-text-style@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0)))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/extension-text-style': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+
+  '@tiptap/extension-document@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-dropcursor@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-floating-menu@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+      tippy.js: 6.3.7
+
+  '@tiptap/extension-gapcursor@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-hard-break@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-heading@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-highlight@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-history@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-horizontal-rule@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-image@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-italic@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-link@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+      linkifyjs: 4.3.1
+
+  '@tiptap/extension-list-item@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-ordered-list@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-paragraph@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-placeholder@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-strike@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-task-item@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/extension-task-list@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-text-style@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-text@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-underline@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/extension-youtube@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+
+  '@tiptap/pm@2.25.0':
+    dependencies:
+      prosemirror-changeset: 2.3.1
+      prosemirror-collab: 1.3.1
+      prosemirror-commands: 1.7.1
+      prosemirror-dropcursor: 1.8.2
+      prosemirror-gapcursor: 1.3.2
+      prosemirror-history: 1.4.1
+      prosemirror-inputrules: 1.5.0
+      prosemirror-keymap: 1.2.3
+      prosemirror-markdown: 1.13.2
+      prosemirror-menu: 1.2.5
+      prosemirror-model: 1.25.1
+      prosemirror-schema-basic: 1.2.4
+      prosemirror-schema-list: 1.5.1
+      prosemirror-state: 1.4.3
+      prosemirror-tables: 1.7.1
+      prosemirror-trailing-node: 3.0.0(prosemirror-model@1.25.1)(prosemirror-state@1.4.3)(prosemirror-view@1.40.0)
+      prosemirror-transform: 1.10.4
+      prosemirror-view: 1.40.0
+
+  '@tiptap/react@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/extension-bubble-menu': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-floating-menu': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+      '@types/use-sync-external-store': 0.0.6
+      fast-deep-equal: 3.1.3
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      use-sync-external-store: 1.5.0(react@18.3.1)
+
+  '@tiptap/starter-kit@2.11.9':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/extension-blockquote': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-bold': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-bullet-list': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-code': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-code-block': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-document': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-dropcursor': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-gapcursor': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-hard-break': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-heading': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-history': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-horizontal-rule': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-italic': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-list-item': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-ordered-list': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-paragraph': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-strike': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-text': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-text-style': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/pm': 2.25.0
+
+  '@tiptap/suggestion@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)':
+    dependencies:
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/pm': 2.25.0
+
+  '@trigger.dev/build@4.0.0-v4-beta.22(typescript@5.8.3)':
+    dependencies:
+      '@trigger.dev/core': 4.0.0-v4-beta.22
+      pkg-types: 1.3.1
+      tinyglobby: 0.2.14
+      tsconfck: 3.1.3(typescript@5.8.3)
+    transitivePeerDependencies:
+      - bufferutil
+      - supports-color
+      - typescript
+      - utf-8-validate
+
+  '@trigger.dev/core@4.0.0-v4-beta.22':
+    dependencies:
+      '@bugsnag/cuid': 3.2.1
+      '@electric-sql/client': 1.0.0-beta.1
+      '@google-cloud/precise-date': 4.0.0
+      '@jsonhero/path': 1.0.21
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/api-logs': 0.52.1
+      '@opentelemetry/core': 1.30.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/exporter-logs-otlp-http': 0.52.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/exporter-trace-otlp-http': 0.52.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/instrumentation': 0.52.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/resources': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-logs': 0.52.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-node': 0.52.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-base': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/sdk-trace-node': 1.25.1(@opentelemetry/api@1.9.0)
+      '@opentelemetry/semantic-conventions': 1.25.1
+      dequal: 2.0.3
+      eventsource: 3.0.7
+      eventsource-parser: 3.0.3
+      execa: 8.0.1
+      humanize-duration: 3.33.0
+      jose: 5.10.0
+      nanoid: 3.3.8
+      prom-client: 15.1.3
+      socket.io: 4.7.4
+      socket.io-client: 4.7.5
+      std-env: 3.9.0
+      superjson: 2.2.2
+      tinyexec: 0.3.2
+      zod: 3.23.8
+      zod-error: 1.5.0
+      zod-validation-error: 1.5.0(zod@3.23.8)
+    transitivePeerDependencies:
+      - bufferutil
+      - supports-color
+      - utf-8-validate
+
+  '@trigger.dev/react-hooks@4.0.0-v4-beta.22(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@trigger.dev/core': 4.0.0-v4-beta.22
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      swr: 2.3.3(react@18.3.1)
+    transitivePeerDependencies:
+      - bufferutil
+      - supports-color
+      - utf-8-validate
+
+  '@trigger.dev/sdk@4.0.0-v4-beta.22(ai@4.3.14(react@18.3.1)(zod@3.23.8))(zod@3.23.8)':
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      '@opentelemetry/api-logs': 0.52.1
+      '@opentelemetry/semantic-conventions': 1.25.1
+      '@trigger.dev/core': 4.0.0-v4-beta.22
+      chalk: 5.4.1
+      cronstrue: 2.59.0
+      debug: 4.4.1
+      evt: 2.5.9
+      slug: 6.1.0
+      ulid: 2.4.0
+      uncrypto: 0.1.3
+      uuid: 9.0.1
+      ws: 8.17.1
+      zod: 3.23.8
+    optionalDependencies:
+      ai: 4.3.14(react@18.3.1)(zod@3.23.8)
+    transitivePeerDependencies:
+      - bufferutil
+      - supports-color
+      - utf-8-validate
+
   '@tybys/wasm-util@0.9.0':
     dependencies:
       tslib: 2.8.1
@@ -11717,16 +13819,18 @@ snapshots:
   '@types/body-parser@1.19.6':
     dependencies:
       '@types/connect': 3.4.38
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
 
   '@types/compression@1.8.1':
     dependencies:
       '@types/express': 4.17.23
       '@types/node': 24.0.0
 
+  '@types/configstore@6.0.2': {}
+
   '@types/connect@3.4.38':
     dependencies:
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
 
   '@types/cookie@0.4.1': {}
 
@@ -11734,7 +13838,7 @@ snapshots:
 
   '@types/cors@2.8.19':
     dependencies:
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
 
   '@types/d3-array@3.2.1': {}
 
@@ -11879,7 +13983,7 @@ snapshots:
 
   '@types/express-serve-static-core@4.19.6':
     dependencies:
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
       '@types/qs': 6.14.0
       '@types/range-parser': 1.2.7
       '@types/send': 0.17.5
@@ -11897,6 +14001,10 @@ snapshots:
     dependencies:
       '@types/unist': 2.0.11
 
+  '@types/hast@3.0.4':
+    dependencies:
+      '@types/unist': 2.0.11
+
   '@types/http-errors@2.0.5': {}
 
   '@types/is-ci@3.0.4':
@@ -11907,10 +14015,23 @@ snapshots:
 
   '@types/json5@0.0.29': {}
 
+  '@types/linkify-it@5.0.0': {}
+
+  '@types/markdown-it@14.1.2':
+    dependencies:
+      '@types/linkify-it': 5.0.0
+      '@types/mdurl': 2.0.0
+
   '@types/mdast@3.0.15':
     dependencies:
       '@types/unist': 2.0.11
 
+  '@types/mdast@4.0.4':
+    dependencies:
+      '@types/unist': 2.0.11
+
+  '@types/mdurl@2.0.0': {}
+
   '@types/mdx@2.0.13': {}
 
   '@types/mime@1.3.5': {}
@@ -11925,6 +14046,14 @@ snapshots:
 
   '@types/node@12.20.55': {}
 
+  '@types/node@18.19.115':
+    dependencies:
+      undici-types: 5.26.5
+
+  '@types/node@22.16.0':
+    dependencies:
+      undici-types: 6.21.0
+
   '@types/node@24.0.0':
     dependencies:
       undici-types: 7.8.0
@@ -11947,6 +14076,11 @@ snapshots:
     dependencies:
       '@types/react': 18.2.69
 
+  '@types/react-virtualized@9.22.2':
+    dependencies:
+      '@types/prop-types': 15.7.15
+      '@types/react': 18.2.69
+
   '@types/react@18.2.47':
     dependencies:
       '@types/prop-types': 15.7.15
@@ -11966,21 +14100,35 @@ snapshots:
   '@types/send@0.17.5':
     dependencies:
       '@types/mime': 1.3.5
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
 
   '@types/serve-static@1.15.8':
     dependencies:
       '@types/http-errors': 2.0.5
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
       '@types/send': 0.17.5
 
+  '@types/shimmer@1.2.0': {}
+
+  '@types/simple-oauth2@5.0.7': {}
+
+  '@types/slug@5.0.9': {}
+
   '@types/unist@2.0.11': {}
 
-  '@types/webpack@5.28.5(@swc/core@1.3.101(@swc/helpers@0.5.2))(esbuild@0.19.11)':
+  '@types/unist@3.0.3': {}
+
+  '@types/use-sync-external-store@0.0.6': {}
+
+  '@types/uuid@9.0.8': {}
+
+  '@types/validator@13.15.2': {}
+
+  '@types/webpack@5.28.5(@swc/core@1.3.101(@swc/helpers@0.5.17))(esbuild@0.19.11)':
     dependencies:
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
       tapable: 2.2.2
-      webpack: 5.99.9(@swc/core@1.3.101(@swc/helpers@0.5.2))(esbuild@0.19.11)
+      webpack: 5.99.9(@swc/core@1.3.101(@swc/helpers@0.5.17))(esbuild@0.19.11)
     transitivePeerDependencies:
       - '@swc/core'
       - esbuild
@@ -12241,7 +14389,7 @@ snapshots:
     transitivePeerDependencies:
       - babel-plugin-macros
 
-  '@vanilla-extract/integration@6.5.0(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)':
+  '@vanilla-extract/integration@6.5.0(@types/node@18.19.115)(lightningcss@1.30.1)(terser@5.42.0)':
     dependencies:
       '@babel/core': 7.27.4
       '@babel/plugin-syntax-typescript': 7.27.1(@babel/core@7.27.4)
@@ -12254,8 +14402,8 @@ snapshots:
       lodash: 4.17.21
       mlly: 1.7.4
       outdent: 0.8.0
-      vite: 5.4.19(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)
-      vite-node: 1.6.1(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)
+      vite: 5.4.19(@types/node@18.19.115)(lightningcss@1.30.1)(terser@5.42.0)
+      vite-node: 1.6.1(@types/node@18.19.115)(lightningcss@1.30.1)(terser@5.42.0)
     transitivePeerDependencies:
       - '@types/node'
       - babel-plugin-macros
@@ -12366,6 +14514,15 @@ snapshots:
       mime-types: 2.1.35
       negotiator: 0.6.3
 
+  accepts@2.0.0:
+    dependencies:
+      mime-types: 3.0.1
+      negotiator: 1.0.0
+
+  acorn-import-attributes@1.9.5(acorn@8.15.0):
+    dependencies:
+      acorn: 8.15.0
+
   acorn-jsx@5.3.2(acorn@8.15.0):
     dependencies:
       acorn: 8.15.0
@@ -12550,6 +14707,8 @@ snapshots:
 
   async-function@1.0.0: {}
 
+  asynckit@0.4.0: {}
+
   autoprefixer@10.4.14(postcss@8.4.38):
     dependencies:
       browserslist: 4.25.0
@@ -12586,6 +14745,14 @@ snapshots:
 
   axe-core@4.10.3: {}
 
+  axios@1.10.0:
+    dependencies:
+      follow-redirects: 1.15.9
+      form-data: 4.0.3
+      proxy-from-env: 1.1.0
+    transitivePeerDependencies:
+      - debug
+
   axobject-query@4.1.0: {}
 
   bail@2.0.2: {}
@@ -12608,6 +14775,8 @@ snapshots:
 
   binary-extensions@2.3.0: {}
 
+  bintrees@1.0.2: {}
+
   bl@4.1.0:
     dependencies:
       buffer: 5.7.1
@@ -12631,6 +14800,20 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  body-parser@2.2.0:
+    dependencies:
+      bytes: 3.1.2
+      content-type: 1.0.5
+      debug: 4.4.1
+      http-errors: 2.0.0
+      iconv-lite: 0.6.3
+      on-finished: 2.4.1
+      qs: 6.14.0
+      raw-body: 3.0.0
+      type-is: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   bowser@2.11.0: {}
 
   brace-expansion@1.1.12:
@@ -12689,6 +14872,11 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  bundle-require@5.1.0(esbuild@0.25.5):
+    dependencies:
+      esbuild: 0.25.5
+      load-tsconfig: 0.2.5
+
   busboy@1.6.0:
     dependencies:
       streamsearch: 1.1.0
@@ -12792,6 +14980,10 @@ snapshots:
     optionalDependencies:
       fsevents: 2.3.3
 
+  chokidar@4.0.3:
+    dependencies:
+      readdirp: 4.1.2
+
   chownr@1.1.4: {}
 
   chownr@2.0.0: {}
@@ -12802,6 +14994,16 @@ snapshots:
 
   ci-info@3.9.0: {}
 
+  cjs-module-lexer@1.4.3: {}
+
+  class-transformer@0.5.1: {}
+
+  class-validator@0.14.1:
+    dependencies:
+      '@types/validator': 13.15.2
+      libphonenumber-js: 1.12.9
+      validator: 13.15.15
+
   class-variance-authority@0.7.1:
     dependencies:
       clsx: 2.1.1
@@ -12838,6 +15040,18 @@ snapshots:
 
   cluster-key-slot@1.1.2: {}
 
+  cmdk@1.1.1(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
+    dependencies:
+      '@radix-ui/react-compose-refs': 1.1.2(@types/react@18.2.69)(react@18.3.1)
+      '@radix-ui/react-dialog': 1.1.14(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.1.1(@types/react@18.2.69)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.1.3(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/react-dom'
+
   color-convert@1.9.3:
     dependencies:
       color-name: 1.1.3
@@ -12860,6 +15074,10 @@ snapshots:
       color-convert: 1.9.3
       color-string: 1.9.1
 
+  combined-stream@1.0.8:
+    dependencies:
+      delayed-stream: 1.0.0
+
   comma-separated-tokens@2.0.3: {}
 
   commander@10.0.1: {}
@@ -12874,6 +15092,8 @@ snapshots:
 
   commander@7.2.0: {}
 
+  commander@8.3.0: {}
+
   compressible@2.0.18:
     dependencies:
       mime-db: 1.54.0
@@ -12901,10 +15121,16 @@ snapshots:
       ini: 1.3.8
       proto-list: 1.2.4
 
+  consola@3.4.2: {}
+
   content-disposition@0.5.4:
     dependencies:
       safe-buffer: 5.2.1
 
+  content-disposition@1.0.0:
+    dependencies:
+      safe-buffer: 5.2.1
+
   content-type@1.0.5: {}
 
   convert-source-map@2.0.0: {}
@@ -12919,6 +15145,10 @@ snapshots:
 
   cookie@0.7.2: {}
 
+  copy-anything@3.0.5:
+    dependencies:
+      is-what: 4.1.16
+
   core-js@3.43.0: {}
 
   core-util-is@1.0.3: {}
@@ -12937,10 +15167,14 @@ snapshots:
     optionalDependencies:
       typescript: 5.8.3
 
+  crelt@1.0.6: {}
+
   cron-parser@4.9.0:
     dependencies:
       luxon: 3.6.1
 
+  cronstrue@2.59.0: {}
+
   cross-env@7.0.3:
     dependencies:
       cross-spawn: 7.0.6
@@ -12980,6 +15214,15 @@ snapshots:
     optionalDependencies:
       webpack: 5.99.9(esbuild@0.25.5)
 
+  css-styled@1.0.8:
+    dependencies:
+      '@daybrush/utils': 1.13.0
+
+  css-to-mat@1.1.1:
+    dependencies:
+      '@daybrush/utils': 1.13.0
+      '@scena/matrix': 1.1.1
+
   css-unit-converter@1.1.2: {}
 
   css-what@6.1.0: {}
@@ -13261,6 +15504,8 @@ snapshots:
     dependencies:
       robust-predicates: 3.0.2
 
+  delayed-stream@1.0.0: {}
+
   denque@2.1.0: {}
 
   depd@2.0.0: {}
@@ -13281,6 +15526,10 @@ snapshots:
       defined: 1.0.1
       minimist: 1.2.8
 
+  devlop@1.1.0:
+    dependencies:
+      dequal: 2.0.3
+
   didyoumean@1.2.2: {}
 
   diff-match-patch@1.0.5: {}
@@ -13375,6 +15624,10 @@ snapshots:
 
   encodeurl@2.0.0: {}
 
+  encoding@0.1.13:
+    dependencies:
+      iconv-lite: 0.6.3
+
   end-of-stream@1.4.4:
     dependencies:
       once: 1.4.0
@@ -13397,7 +15650,7 @@ snapshots:
     dependencies:
       '@types/cookie': 0.4.1
       '@types/cors': 2.8.19
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
       accepts: 1.3.8
       base64id: 2.0.0
       cookie: 0.4.2
@@ -13983,6 +16236,8 @@ snapshots:
 
   estree-util-is-identifier-name@2.1.0: {}
 
+  estree-util-is-identifier-name@3.0.0: {}
+
   estree-util-to-js@1.2.0:
     dependencies:
       '@types/estree-jsx': 1.0.5
@@ -14008,13 +16263,25 @@ snapshots:
 
   eval@0.1.8:
     dependencies:
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
       require-like: 0.1.2
 
   event-target-shim@5.0.1: {}
 
   events@3.3.0: {}
 
+  eventsource-parser@3.0.3: {}
+
+  eventsource@3.0.7:
+    dependencies:
+      eventsource-parser: 3.0.3
+
+  evt@2.5.9:
+    dependencies:
+      minimal-polyfills: 2.2.3
+      run-exclusive: 2.2.19
+      tsafe: 1.8.5
+
   execa@5.1.1:
     dependencies:
       cross-spawn: 7.0.6
@@ -14027,8 +16294,39 @@ snapshots:
       signal-exit: 3.0.7
       strip-final-newline: 2.0.0
 
+  execa@8.0.1:
+    dependencies:
+      cross-spawn: 7.0.6
+      get-stream: 8.0.1
+      human-signals: 5.0.0
+      is-stream: 3.0.0
+      merge-stream: 2.0.0
+      npm-run-path: 5.3.0
+      onetime: 6.0.0
+      signal-exit: 4.1.0
+      strip-final-newline: 3.0.0
+
+  execa@9.6.0:
+    dependencies:
+      '@sindresorhus/merge-streams': 4.0.0
+      cross-spawn: 7.0.6
+      figures: 6.1.0
+      get-stream: 9.0.1
+      human-signals: 8.0.1
+      is-plain-obj: 4.1.0
+      is-stream: 4.0.1
+      npm-run-path: 6.0.0
+      pretty-ms: 9.2.0
+      signal-exit: 4.1.0
+      strip-final-newline: 4.0.0
+      yoctocolors: 2.1.1
+
   exit-hook@2.2.1: {}
 
+  express-rate-limit@7.5.1(express@5.1.0):
+    dependencies:
+      express: 5.1.0
+
   express@4.21.2:
     dependencies:
       accepts: 1.3.8
@@ -14065,6 +16363,38 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  express@5.1.0:
+    dependencies:
+      accepts: 2.0.0
+      body-parser: 2.2.0
+      content-disposition: 1.0.0
+      content-type: 1.0.5
+      cookie: 0.7.2
+      cookie-signature: 1.2.2
+      debug: 4.4.1
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      finalhandler: 2.1.0
+      fresh: 2.0.0
+      http-errors: 2.0.0
+      merge-descriptors: 2.0.0
+      mime-types: 3.0.1
+      on-finished: 2.4.1
+      once: 1.4.0
+      parseurl: 1.3.3
+      proxy-addr: 2.0.7
+      qs: 6.14.0
+      range-parser: 1.2.1
+      router: 2.2.0
+      send: 1.2.0
+      serve-static: 2.2.0
+      statuses: 2.0.1
+      type-is: 2.0.1
+      vary: 1.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   exsolve@1.0.5: {}
 
   extend@3.0.2: {}
@@ -14093,6 +16423,8 @@ snapshots:
 
   fast-levenshtein@2.0.6: {}
 
+  fast-sort@3.4.1: {}
+
   fast-uri@3.0.6: {}
 
   fast-xml-parser@4.4.1:
@@ -14113,6 +16445,10 @@ snapshots:
 
   fflate@0.4.8: {}
 
+  figures@6.1.0:
+    dependencies:
+      is-unicode-supported: 2.1.0
+
   file-entry-cache@6.0.1:
     dependencies:
       flat-cache: 3.2.0
@@ -14133,6 +16469,17 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  finalhandler@2.1.0:
+    dependencies:
+      debug: 4.4.1
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      statuses: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   find-up@4.1.0:
     dependencies:
       locate-path: 5.0.0
@@ -14148,6 +16495,12 @@ snapshots:
       micromatch: 4.0.8
       pkg-dir: 4.2.0
 
+  fix-dts-default-cjs-exports@1.0.1:
+    dependencies:
+      magic-string: 0.30.17
+      mlly: 1.7.4
+      rollup: 4.43.0
+
   flat-cache@3.2.0:
     dependencies:
       flatted: 3.3.3
@@ -14156,6 +16509,8 @@ snapshots:
 
   flatted@3.3.3: {}
 
+  follow-redirects@1.15.9: {}
+
   for-each@0.3.5:
     dependencies:
       is-callable: 1.2.7
@@ -14165,6 +16520,14 @@ snapshots:
       cross-spawn: 7.0.6
       signal-exit: 4.1.0
 
+  form-data@4.0.3:
+    dependencies:
+      asynckit: 0.4.0
+      combined-stream: 1.0.8
+      es-set-tostringtag: 2.1.0
+      hasown: 2.0.2
+      mime-types: 2.1.35
+
   format@0.2.2: {}
 
   forwarded@0.2.0: {}
@@ -14179,8 +16542,12 @@ snapshots:
       react: 18.3.1
       react-dom: 18.3.1(react@18.3.1)
 
+  framework-utils@1.1.0: {}
+
   fresh@0.5.2: {}
 
+  fresh@2.0.0: {}
+
   fs-constants@1.0.0: {}
 
   fs-extra@10.1.0:
@@ -14233,6 +16600,11 @@ snapshots:
 
   gensync@1.0.0-beta.2: {}
 
+  gesto@1.19.4:
+    dependencies:
+      '@daybrush/utils': 1.13.0
+      '@scena/event-emitter': 1.0.5
+
   get-caller-file@2.0.5: {}
 
   get-intrinsic@1.3.0:
@@ -14259,6 +16631,13 @@ snapshots:
 
   get-stream@6.0.1: {}
 
+  get-stream@8.0.1: {}
+
+  get-stream@9.0.1:
+    dependencies:
+      '@sec-ant/readable-stream': 0.4.1
+      is-stream: 4.0.1
+
   get-symbol-description@1.1.0:
     dependencies:
       call-bound: 1.0.4
@@ -14344,6 +16723,32 @@ snapshots:
 
   graphemer@1.4.0: {}
 
+  graphology-layout-force@0.2.4(graphology-types@0.24.8):
+    dependencies:
+      graphology-types: 0.24.8
+      graphology-utils: 2.5.2(graphology-types@0.24.8)
+
+  graphology-layout-forceatlas2@0.10.1(graphology-types@0.24.8):
+    dependencies:
+      graphology-types: 0.24.8
+      graphology-utils: 2.5.2(graphology-types@0.24.8)
+
+  graphology-layout-noverlap@0.4.2(graphology-types@0.24.8):
+    dependencies:
+      graphology-types: 0.24.8
+      graphology-utils: 2.5.2(graphology-types@0.24.8)
+
+  graphology-types@0.24.8: {}
+
+  graphology-utils@2.5.2(graphology-types@0.24.8):
+    dependencies:
+      graphology-types: 0.24.8
+
+  graphology@0.26.0(graphology-types@0.24.8):
+    dependencies:
+      events: 3.3.0
+      graphology-types: 0.24.8
+
   gunzip-maybe@1.4.2:
     dependencies:
       browserify-zlib: 0.1.4
@@ -14353,6 +16758,15 @@ snapshots:
       pumpify: 1.5.1
       through2: 2.0.5
 
+  handlebars@4.7.8:
+    dependencies:
+      minimist: 1.2.8
+      neo-async: 2.6.2
+      source-map: 0.6.1
+      wordwrap: 1.0.0
+    optionalDependencies:
+      uglify-js: 3.19.3
+
   hard-rejection@2.1.0: {}
 
   has-bigints@1.1.0: {}
@@ -14399,8 +16813,34 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  hast-util-to-jsx-runtime@2.3.6:
+    dependencies:
+      '@types/estree': 1.0.8
+      '@types/hast': 3.0.4
+      '@types/unist': 3.0.3
+      comma-separated-tokens: 2.0.3
+      devlop: 1.1.0
+      estree-util-is-identifier-name: 3.0.0
+      hast-util-whitespace: 3.0.0
+      mdast-util-mdx-expression: 2.0.1
+      mdast-util-mdx-jsx: 3.2.0
+      mdast-util-mdxjs-esm: 2.0.1
+      property-information: 7.1.0
+      space-separated-tokens: 2.0.2
+      style-to-js: 1.1.17
+      unist-util-position: 5.0.0
+      vfile-message: 4.0.2
+    transitivePeerDependencies:
+      - supports-color
+
   hast-util-whitespace@2.0.1: {}
 
+  hast-util-whitespace@3.0.0:
+    dependencies:
+      '@types/hast': 3.0.4
+
+  highlight.js@11.11.1: {}
+
   hosted-git-info@2.8.9: {}
 
   hosted-git-info@6.1.3:
@@ -14417,6 +16857,8 @@ snapshots:
       htmlparser2: 8.0.2
       selderee: 0.11.0
 
+  html-url-attributes@3.0.1: {}
+
   htmlparser2@8.0.2:
     dependencies:
       domelementtype: 2.3.0
@@ -14436,6 +16878,12 @@ snapshots:
 
   human-signals@2.1.0: {}
 
+  human-signals@5.0.0: {}
+
+  human-signals@8.0.1: {}
+
+  humanize-duration@3.33.0: {}
+
   iconv-lite@0.4.24:
     dependencies:
       safer-buffer: 2.1.2
@@ -14457,6 +16905,13 @@ snapshots:
       parent-module: 1.0.1
       resolve-from: 4.0.0
 
+  import-in-the-middle@1.14.2:
+    dependencies:
+      acorn: 8.15.0
+      acorn-import-attributes: 1.9.5(acorn@8.15.0)
+      cjs-module-lexer: 1.4.3
+      module-details-from-path: 1.0.4
+
   imurmurhash@0.1.4: {}
 
   indent-string@4.0.0: {}
@@ -14472,6 +16927,8 @@ snapshots:
 
   inline-style-parser@0.1.1: {}
 
+  inline-style-parser@0.2.4: {}
+
   internal-slot@1.1.0:
     dependencies:
       es-errors: 1.3.0
@@ -14614,6 +17071,8 @@ snapshots:
 
   is-plain-obj@4.1.0: {}
 
+  is-promise@4.0.0: {}
+
   is-reference@3.0.3:
     dependencies:
       '@types/estree': 1.0.8
@@ -14633,6 +17092,10 @@ snapshots:
 
   is-stream@2.0.1: {}
 
+  is-stream@3.0.0: {}
+
+  is-stream@4.0.1: {}
+
   is-string@1.1.1:
     dependencies:
       call-bound: 1.0.4
@@ -14654,6 +17117,8 @@ snapshots:
 
   is-unicode-supported@0.1.0: {}
 
+  is-unicode-supported@2.1.0: {}
+
   is-weakmap@2.0.2: {}
 
   is-weakref@1.1.1:
@@ -14665,6 +17130,8 @@ snapshots:
       call-bound: 1.0.4
       get-intrinsic: 1.3.0
 
+  is-what@4.1.16: {}
+
   is-windows@1.0.2: {}
 
   isarray@1.0.0: {}
@@ -14704,7 +17171,7 @@ snapshots:
 
   jest-worker@27.5.1:
     dependencies:
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
       merge-stream: 2.0.0
       supports-color: 8.1.1
 
@@ -14712,8 +17179,23 @@ snapshots:
 
   jiti@2.4.2: {}
 
+  joi@17.13.3:
+    dependencies:
+      '@hapi/hoek': 9.3.0
+      '@hapi/topo': 5.1.0
+      '@sideway/address': 4.1.5
+      '@sideway/formula': 3.0.1
+      '@sideway/pinpoint': 2.0.0
+
   jose@5.10.0: {}
 
+  jotai@2.12.5(@types/react@18.2.69)(react@18.3.1):
+    optionalDependencies:
+      '@types/react': 18.2.69
+      react: 18.3.1
+
+  joycon@3.1.1: {}
+
   js-beautify@1.15.4:
     dependencies:
       config-chain: 1.1.13
@@ -14782,6 +17264,19 @@ snapshots:
       object.assign: 4.1.7
       object.values: 1.2.1
 
+  katex@0.16.22:
+    dependencies:
+      commander: 8.3.0
+
+  keycode@2.2.1: {}
+
+  keycon@1.4.0:
+    dependencies:
+      '@cfcs/core': 0.0.6
+      '@daybrush/utils': 1.13.0
+      '@scena/event-emitter': 1.0.5
+      keycode: 2.2.1
+
   keyv@4.5.4:
     dependencies:
       json-buffer: 3.0.1
@@ -14803,6 +17298,8 @@ snapshots:
       prelude-ls: 1.2.1
       type-check: 0.4.0
 
+  libphonenumber-js@1.12.9: {}
+
   lightningcss-darwin-arm64@1.30.1:
     optional: true
 
@@ -14854,6 +17351,12 @@ snapshots:
 
   lines-and-columns@1.2.4: {}
 
+  linkify-it@5.0.0:
+    dependencies:
+      uc.micro: 2.1.0
+
+  linkifyjs@4.3.1: {}
+
   load-json-file@4.0.0:
     dependencies:
       graceful-fs: 4.2.11
@@ -14861,6 +17364,8 @@ snapshots:
       pify: 3.0.0
       strip-bom: 3.0.0
 
+  load-tsconfig@0.2.5: {}
+
   load-yaml-file@0.2.0:
     dependencies:
       graceful-fs: 4.2.11
@@ -14900,6 +17405,8 @@ snapshots:
 
   lodash.merge@4.6.2: {}
 
+  lodash.sortby@4.7.0: {}
+
   lodash.startcase@4.4.0: {}
 
   lodash@4.17.21: {}
@@ -14909,12 +17416,20 @@ snapshots:
       chalk: 4.1.2
       is-unicode-supported: 0.1.0
 
+  long@5.3.2: {}
+
   longest-streak@3.1.0: {}
 
   loose-envify@1.4.0:
     dependencies:
       js-tokens: 4.0.0
 
+  lowlight@3.3.0:
+    dependencies:
+      '@types/hast': 3.0.4
+      devlop: 1.1.0
+      highlight.js: 11.11.1
+
   lru-cache@10.4.3: {}
 
   lru-cache@11.1.0: {}
@@ -14948,6 +17463,15 @@ snapshots:
 
   markdown-extensions@1.1.1: {}
 
+  markdown-it@14.1.0:
+    dependencies:
+      argparse: 2.0.1
+      entities: 4.5.0
+      linkify-it: 5.0.0
+      mdurl: 2.0.0
+      punycode.js: 2.3.1
+      uc.micro: 2.1.0
+
   marked@7.0.4: {}
 
   math-intrinsics@1.1.0: {}
@@ -14980,6 +17504,23 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  mdast-util-from-markdown@2.0.2:
+    dependencies:
+      '@types/mdast': 4.0.4
+      '@types/unist': 3.0.3
+      decode-named-character-reference: 1.1.0
+      devlop: 1.1.0
+      mdast-util-to-string: 4.0.0
+      micromark: 4.0.2
+      micromark-util-decode-numeric-character-reference: 2.0.2
+      micromark-util-decode-string: 2.0.1
+      micromark-util-normalize-identifier: 2.0.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+      unist-util-stringify-position: 4.0.0
+    transitivePeerDependencies:
+      - supports-color
+
   mdast-util-frontmatter@1.0.1:
     dependencies:
       '@types/mdast': 3.0.15
@@ -14996,6 +17537,17 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  mdast-util-mdx-expression@2.0.1:
+    dependencies:
+      '@types/estree-jsx': 1.0.5
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      devlop: 1.1.0
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   mdast-util-mdx-jsx@2.1.4:
     dependencies:
       '@types/estree-jsx': 1.0.5
@@ -15013,6 +17565,23 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  mdast-util-mdx-jsx@3.2.0:
+    dependencies:
+      '@types/estree-jsx': 1.0.5
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      '@types/unist': 3.0.3
+      ccount: 2.0.1
+      devlop: 1.1.0
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+      parse-entities: 4.0.2
+      stringify-entities: 4.0.4
+      unist-util-stringify-position: 4.0.0
+      vfile-message: 4.0.2
+    transitivePeerDependencies:
+      - supports-color
+
   mdast-util-mdx@2.0.1:
     dependencies:
       mdast-util-from-markdown: 1.3.1
@@ -15033,11 +17602,27 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  mdast-util-mdxjs-esm@2.0.1:
+    dependencies:
+      '@types/estree-jsx': 1.0.5
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      devlop: 1.1.0
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   mdast-util-phrasing@3.0.1:
     dependencies:
       '@types/mdast': 3.0.15
       unist-util-is: 5.2.1
 
+  mdast-util-phrasing@4.1.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+      unist-util-is: 6.0.0
+
   mdast-util-to-hast@12.3.0:
     dependencies:
       '@types/hast': 2.3.10
@@ -15049,6 +17634,18 @@ snapshots:
       unist-util-position: 4.0.4
       unist-util-visit: 4.1.2
 
+  mdast-util-to-hast@13.2.0:
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      '@ungap/structured-clone': 1.3.0
+      devlop: 1.1.0
+      micromark-util-sanitize-uri: 2.0.1
+      trim-lines: 3.0.1
+      unist-util-position: 5.0.0
+      unist-util-visit: 5.0.0
+      vfile: 6.0.3
+
   mdast-util-to-markdown@1.5.0:
     dependencies:
       '@types/mdast': 3.0.15
@@ -15060,16 +17657,36 @@ snapshots:
       unist-util-visit: 4.1.2
       zwitch: 2.0.4
 
+  mdast-util-to-markdown@2.1.2:
+    dependencies:
+      '@types/mdast': 4.0.4
+      '@types/unist': 3.0.3
+      longest-streak: 3.1.0
+      mdast-util-phrasing: 4.1.0
+      mdast-util-to-string: 4.0.0
+      micromark-util-classify-character: 2.0.1
+      micromark-util-decode-string: 2.0.1
+      unist-util-visit: 5.0.0
+      zwitch: 2.0.4
+
   mdast-util-to-string@3.2.0:
     dependencies:
       '@types/mdast': 3.0.15
 
+  mdast-util-to-string@4.0.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+
+  mdurl@2.0.0: {}
+
   media-query-parser@2.0.2:
     dependencies:
       '@babel/runtime': 7.27.6
 
   media-typer@0.3.0: {}
 
+  media-typer@1.1.0: {}
+
   memorystream@0.3.1: {}
 
   meow@6.1.1:
@@ -15088,6 +17705,8 @@ snapshots:
 
   merge-descriptors@1.0.3: {}
 
+  merge-descriptors@2.0.0: {}
+
   merge-stream@2.0.0: {}
 
   merge2@1.4.1: {}
@@ -15113,6 +17732,25 @@ snapshots:
       micromark-util-types: 1.1.0
       uvu: 0.5.6
 
+  micromark-core-commonmark@2.0.3:
+    dependencies:
+      decode-named-character-reference: 1.1.0
+      devlop: 1.1.0
+      micromark-factory-destination: 2.0.1
+      micromark-factory-label: 2.0.1
+      micromark-factory-space: 2.0.1
+      micromark-factory-title: 2.0.1
+      micromark-factory-whitespace: 2.0.1
+      micromark-util-character: 2.1.1
+      micromark-util-chunked: 2.0.1
+      micromark-util-classify-character: 2.0.1
+      micromark-util-html-tag-name: 2.0.1
+      micromark-util-normalize-identifier: 2.0.1
+      micromark-util-resolve-all: 2.0.1
+      micromark-util-subtokenize: 2.1.0
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-extension-frontmatter@1.1.1:
     dependencies:
       fault: 2.0.1
@@ -15177,6 +17815,12 @@ snapshots:
       micromark-util-symbol: 1.1.0
       micromark-util-types: 1.1.0
 
+  micromark-factory-destination@2.0.1:
+    dependencies:
+      micromark-util-character: 2.1.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-factory-label@1.1.0:
     dependencies:
       micromark-util-character: 1.2.0
@@ -15184,6 +17828,13 @@ snapshots:
       micromark-util-types: 1.1.0
       uvu: 0.5.6
 
+  micromark-factory-label@2.0.1:
+    dependencies:
+      devlop: 1.1.0
+      micromark-util-character: 2.1.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-factory-mdx-expression@1.0.9:
     dependencies:
       '@types/estree': 1.0.8
@@ -15200,6 +17851,11 @@ snapshots:
       micromark-util-character: 1.2.0
       micromark-util-types: 1.1.0
 
+  micromark-factory-space@2.0.1:
+    dependencies:
+      micromark-util-character: 2.1.1
+      micromark-util-types: 2.0.2
+
   micromark-factory-title@1.1.0:
     dependencies:
       micromark-factory-space: 1.1.0
@@ -15207,6 +17863,13 @@ snapshots:
       micromark-util-symbol: 1.1.0
       micromark-util-types: 1.1.0
 
+  micromark-factory-title@2.0.1:
+    dependencies:
+      micromark-factory-space: 2.0.1
+      micromark-util-character: 2.1.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-factory-whitespace@1.1.0:
     dependencies:
       micromark-factory-space: 1.1.0
@@ -15214,30 +17877,61 @@ snapshots:
       micromark-util-symbol: 1.1.0
       micromark-util-types: 1.1.0
 
+  micromark-factory-whitespace@2.0.1:
+    dependencies:
+      micromark-factory-space: 2.0.1
+      micromark-util-character: 2.1.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-util-character@1.2.0:
     dependencies:
       micromark-util-symbol: 1.1.0
       micromark-util-types: 1.1.0
 
+  micromark-util-character@2.1.1:
+    dependencies:
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-util-chunked@1.1.0:
     dependencies:
       micromark-util-symbol: 1.1.0
 
+  micromark-util-chunked@2.0.1:
+    dependencies:
+      micromark-util-symbol: 2.0.1
+
   micromark-util-classify-character@1.1.0:
     dependencies:
       micromark-util-character: 1.2.0
       micromark-util-symbol: 1.1.0
       micromark-util-types: 1.1.0
 
+  micromark-util-classify-character@2.0.1:
+    dependencies:
+      micromark-util-character: 2.1.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-util-combine-extensions@1.1.0:
     dependencies:
       micromark-util-chunked: 1.1.0
       micromark-util-types: 1.1.0
 
+  micromark-util-combine-extensions@2.0.1:
+    dependencies:
+      micromark-util-chunked: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-util-decode-numeric-character-reference@1.1.0:
     dependencies:
       micromark-util-symbol: 1.1.0
 
+  micromark-util-decode-numeric-character-reference@2.0.2:
+    dependencies:
+      micromark-util-symbol: 2.0.1
+
   micromark-util-decode-string@1.1.0:
     dependencies:
       decode-named-character-reference: 1.1.0
@@ -15245,8 +17939,17 @@ snapshots:
       micromark-util-decode-numeric-character-reference: 1.1.0
       micromark-util-symbol: 1.1.0
 
+  micromark-util-decode-string@2.0.1:
+    dependencies:
+      decode-named-character-reference: 1.1.0
+      micromark-util-character: 2.1.1
+      micromark-util-decode-numeric-character-reference: 2.0.2
+      micromark-util-symbol: 2.0.1
+
   micromark-util-encode@1.1.0: {}
 
+  micromark-util-encode@2.0.1: {}
+
   micromark-util-events-to-acorn@1.2.3:
     dependencies:
       '@types/acorn': 4.0.6
@@ -15260,20 +17963,36 @@ snapshots:
 
   micromark-util-html-tag-name@1.2.0: {}
 
+  micromark-util-html-tag-name@2.0.1: {}
+
   micromark-util-normalize-identifier@1.1.0:
     dependencies:
       micromark-util-symbol: 1.1.0
 
+  micromark-util-normalize-identifier@2.0.1:
+    dependencies:
+      micromark-util-symbol: 2.0.1
+
   micromark-util-resolve-all@1.1.0:
     dependencies:
       micromark-util-types: 1.1.0
 
+  micromark-util-resolve-all@2.0.1:
+    dependencies:
+      micromark-util-types: 2.0.2
+
   micromark-util-sanitize-uri@1.2.0:
     dependencies:
       micromark-util-character: 1.2.0
       micromark-util-encode: 1.1.0
       micromark-util-symbol: 1.1.0
 
+  micromark-util-sanitize-uri@2.0.1:
+    dependencies:
+      micromark-util-character: 2.1.1
+      micromark-util-encode: 2.0.1
+      micromark-util-symbol: 2.0.1
+
   micromark-util-subtokenize@1.1.0:
     dependencies:
       micromark-util-chunked: 1.1.0
@@ -15281,10 +18000,21 @@ snapshots:
       micromark-util-types: 1.1.0
       uvu: 0.5.6
 
+  micromark-util-subtokenize@2.1.0:
+    dependencies:
+      devlop: 1.1.0
+      micromark-util-chunked: 2.0.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-util-symbol@1.1.0: {}
 
+  micromark-util-symbol@2.0.1: {}
+
   micromark-util-types@1.1.0: {}
 
+  micromark-util-types@2.0.2: {}
+
   micromark@3.2.0:
     dependencies:
       '@types/debug': 4.1.12
@@ -15307,6 +18037,28 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  micromark@4.0.2:
+    dependencies:
+      '@types/debug': 4.1.12
+      debug: 4.4.1
+      decode-named-character-reference: 1.1.0
+      devlop: 1.1.0
+      micromark-core-commonmark: 2.0.3
+      micromark-factory-space: 2.0.1
+      micromark-util-character: 2.1.1
+      micromark-util-chunked: 2.0.1
+      micromark-util-combine-extensions: 2.0.1
+      micromark-util-decode-numeric-character-reference: 2.0.2
+      micromark-util-encode: 2.0.1
+      micromark-util-normalize-identifier: 2.0.1
+      micromark-util-resolve-all: 2.0.1
+      micromark-util-sanitize-uri: 2.0.1
+      micromark-util-subtokenize: 2.1.0
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+    transitivePeerDependencies:
+      - supports-color
+
   micromatch@4.0.8:
     dependencies:
       braces: 3.0.3
@@ -15320,14 +18072,22 @@ snapshots:
     dependencies:
       mime-db: 1.52.0
 
+  mime-types@3.0.1:
+    dependencies:
+      mime-db: 1.54.0
+
   mime@1.6.0: {}
 
   mimic-fn@2.1.0: {}
 
+  mimic-fn@4.0.0: {}
+
   min-indent@1.0.1: {}
 
   mini-svg-data-uri@1.4.4: {}
 
+  minimal-polyfills@2.2.3: {}
+
   minimatch@10.0.2:
     dependencies:
       brace-expansion: 4.0.1
@@ -15402,6 +18162,8 @@ snapshots:
 
   modern-ahocorasick@1.1.0: {}
 
+  module-details-from-path@1.0.4: {}
+
   morgan@1.10.0:
     dependencies:
       basic-auth: 2.0.1
@@ -15456,6 +18218,8 @@ snapshots:
 
   negotiator@0.6.4: {}
 
+  negotiator@1.0.0: {}
+
   neo-async@2.6.2: {}
 
   neo4j-driver-bolt-connection@5.28.1:
@@ -15506,9 +18270,11 @@ snapshots:
     dependencies:
       lodash: 4.17.21
 
-  node-fetch@2.7.0:
+  node-fetch@2.7.0(encoding@0.1.13):
     dependencies:
       whatwg-url: 5.0.0
+    optionalDependencies:
+      encoding: 0.1.13
 
   node-gyp-build-optional-packages@5.2.2:
     dependencies:
@@ -15545,6 +18311,48 @@ snapshots:
 
   normalize.css@8.0.1: {}
 
+  novel@1.0.2(@tiptap/extension-code-block@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0))(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(highlight.js@11.11.1)(lowlight@3.3.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
+    dependencies:
+      '@radix-ui/react-slot': 1.2.3(@types/react@18.2.69)(react@18.3.1)
+      '@tiptap/core': 2.25.0(@tiptap/pm@2.25.0)
+      '@tiptap/extension-character-count': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-code-block-lowlight': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/extension-code-block@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)(highlight.js@11.11.1)(lowlight@3.3.0)
+      '@tiptap/extension-color': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/extension-text-style@2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0)))
+      '@tiptap/extension-highlight': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-horizontal-rule': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-image': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-link': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-placeholder': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-task-item': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@tiptap/extension-task-list': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-text-style': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-underline': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/extension-youtube': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))
+      '@tiptap/pm': 2.25.0
+      '@tiptap/react': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@tiptap/starter-kit': 2.11.9
+      '@tiptap/suggestion': 2.25.0(@tiptap/core@2.25.0(@tiptap/pm@2.25.0))(@tiptap/pm@2.25.0)
+      '@types/node': 22.16.0
+      cmdk: 1.1.1(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      jotai: 2.12.5(@types/react@18.2.69)(react@18.3.1)
+      katex: 0.16.22
+      react: 18.3.1
+      react-markdown: 9.1.0(@types/react@18.2.69)(react@18.3.1)
+      react-moveable: 0.56.0
+      react-tweet: 3.2.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      tippy.js: 6.3.7
+      tiptap-extension-global-drag-handle: 0.1.18
+      tunnel-rat: 0.1.2(@types/react@18.2.69)(react@18.3.1)
+    transitivePeerDependencies:
+      - '@tiptap/extension-code-block'
+      - '@types/react'
+      - '@types/react-dom'
+      - highlight.js
+      - immer
+      - lowlight
+      - react-dom
+      - supports-color
+
   npm-install-checks@6.3.0:
     dependencies:
       semver: 7.7.2
@@ -15581,6 +18389,15 @@ snapshots:
     dependencies:
       path-key: 3.1.1
 
+  npm-run-path@5.3.0:
+    dependencies:
+      path-key: 4.0.0
+
+  npm-run-path@6.0.0:
+    dependencies:
+      path-key: 4.0.0
+      unicorn-magic: 0.3.0
+
   num2fraction@1.2.2: {}
 
   object-assign@4.1.1: {}
@@ -15660,6 +18477,10 @@ snapshots:
     dependencies:
       mimic-fn: 2.1.0
 
+  onetime@6.0.0:
+    dependencies:
+      mimic-fn: 4.0.0
+
   optionator@0.9.4:
     dependencies:
       deep-is: 0.1.4
@@ -15681,12 +18502,18 @@ snapshots:
       strip-ansi: 6.0.1
       wcwidth: 1.0.1
 
+  orderedmap@2.1.1: {}
+
   os-tmpdir@1.0.2: {}
 
   outdent@0.5.0: {}
 
   outdent@0.8.0: {}
 
+  overlap-area@1.1.0:
+    dependencies:
+      '@daybrush/utils': 1.13.0
+
   own-keys@1.0.1:
     dependencies:
       get-intrinsic: 1.3.0
@@ -15753,6 +18580,8 @@ snapshots:
 
   parse-ms@2.1.0: {}
 
+  parse-ms@4.0.0: {}
+
   parseley@0.12.1:
     dependencies:
       leac: 0.6.0
@@ -15770,6 +18599,8 @@ snapshots:
 
   path-key@3.1.1: {}
 
+  path-key@4.0.0: {}
+
   path-parse@1.0.7: {}
 
   path-scurry@1.11.1:
@@ -15784,6 +18615,8 @@ snapshots:
 
   path-to-regexp@0.1.12: {}
 
+  path-to-regexp@8.2.0: {}
+
   path-type@3.0.0:
     dependencies:
       pify: 3.0.0
@@ -15828,6 +18661,8 @@ snapshots:
 
   pirates@4.0.7: {}
 
+  pkce-challenge@5.0.0: {}
+
   pkg-dir@4.2.0:
     dependencies:
       find-up: 4.1.0
@@ -15895,6 +18730,14 @@ snapshots:
     optionalDependencies:
       postcss: 8.5.5
 
+  postcss-load-config@6.0.1(jiti@2.4.2)(postcss@8.5.5)(yaml@2.8.0):
+    dependencies:
+      lilconfig: 3.1.3
+    optionalDependencies:
+      jiti: 2.4.2
+      postcss: 8.5.5
+      yaml: 2.8.0
+
   postcss-loader@8.1.1(postcss@8.5.5)(typescript@5.8.3)(webpack@5.99.9(esbuild@0.25.5)):
     dependencies:
       cosmiconfig: 9.0.0(typescript@5.8.3)
@@ -16041,6 +18884,10 @@ snapshots:
     dependencies:
       parse-ms: 2.1.0
 
+  pretty-ms@9.2.0:
+    dependencies:
+      parse-ms: 4.0.0
+
   prism-react-renderer@2.1.0(react@18.3.1):
     dependencies:
       '@types/prismjs': 1.26.5
@@ -16063,6 +18910,11 @@ snapshots:
 
   process-nextick-args@2.0.1: {}
 
+  prom-client@15.1.3:
+    dependencies:
+      '@opentelemetry/api': 1.9.0
+      tdigest: 0.1.2
+
   promise-inflight@1.0.1: {}
 
   promise-retry@2.0.1:
@@ -16078,13 +18930,135 @@ snapshots:
 
   property-information@6.5.0: {}
 
+  property-information@7.1.0: {}
+
+  prosemirror-changeset@2.3.1:
+    dependencies:
+      prosemirror-transform: 1.10.4
+
+  prosemirror-collab@1.3.1:
+    dependencies:
+      prosemirror-state: 1.4.3
+
+  prosemirror-commands@1.7.1:
+    dependencies:
+      prosemirror-model: 1.25.1
+      prosemirror-state: 1.4.3
+      prosemirror-transform: 1.10.4
+
+  prosemirror-dropcursor@1.8.2:
+    dependencies:
+      prosemirror-state: 1.4.3
+      prosemirror-transform: 1.10.4
+      prosemirror-view: 1.40.0
+
+  prosemirror-gapcursor@1.3.2:
+    dependencies:
+      prosemirror-keymap: 1.2.3
+      prosemirror-model: 1.25.1
+      prosemirror-state: 1.4.3
+      prosemirror-view: 1.40.0
+
+  prosemirror-history@1.4.1:
+    dependencies:
+      prosemirror-state: 1.4.3
+      prosemirror-transform: 1.10.4
+      prosemirror-view: 1.40.0
+      rope-sequence: 1.3.4
+
+  prosemirror-inputrules@1.5.0:
+    dependencies:
+      prosemirror-state: 1.4.3
+      prosemirror-transform: 1.10.4
+
+  prosemirror-keymap@1.2.3:
+    dependencies:
+      prosemirror-state: 1.4.3
+      w3c-keyname: 2.2.8
+
+  prosemirror-markdown@1.13.2:
+    dependencies:
+      '@types/markdown-it': 14.1.2
+      markdown-it: 14.1.0
+      prosemirror-model: 1.25.1
+
+  prosemirror-menu@1.2.5:
+    dependencies:
+      crelt: 1.0.6
+      prosemirror-commands: 1.7.1
+      prosemirror-history: 1.4.1
+      prosemirror-state: 1.4.3
+
+  prosemirror-model@1.25.1:
+    dependencies:
+      orderedmap: 2.1.1
+
+  prosemirror-schema-basic@1.2.4:
+    dependencies:
+      prosemirror-model: 1.25.1
+
+  prosemirror-schema-list@1.5.1:
+    dependencies:
+      prosemirror-model: 1.25.1
+      prosemirror-state: 1.4.3
+      prosemirror-transform: 1.10.4
+
+  prosemirror-state@1.4.3:
+    dependencies:
+      prosemirror-model: 1.25.1
+      prosemirror-transform: 1.10.4
+      prosemirror-view: 1.40.0
+
+  prosemirror-tables@1.7.1:
+    dependencies:
+      prosemirror-keymap: 1.2.3
+      prosemirror-model: 1.25.1
+      prosemirror-state: 1.4.3
+      prosemirror-transform: 1.10.4
+      prosemirror-view: 1.40.0
+
+  prosemirror-trailing-node@3.0.0(prosemirror-model@1.25.1)(prosemirror-state@1.4.3)(prosemirror-view@1.40.0):
+    dependencies:
+      '@remirror/core-constants': 3.0.0
+      escape-string-regexp: 4.0.0
+      prosemirror-model: 1.25.1
+      prosemirror-state: 1.4.3
+      prosemirror-view: 1.40.0
+
+  prosemirror-transform@1.10.4:
+    dependencies:
+      prosemirror-model: 1.25.1
+
+  prosemirror-view@1.40.0:
+    dependencies:
+      prosemirror-model: 1.25.1
+      prosemirror-state: 1.4.3
+      prosemirror-transform: 1.10.4
+
   proto-list@1.2.4: {}
 
+  protobufjs@7.5.3:
+    dependencies:
+      '@protobufjs/aspromise': 1.1.2
+      '@protobufjs/base64': 1.1.2
+      '@protobufjs/codegen': 2.0.4
+      '@protobufjs/eventemitter': 1.1.0
+      '@protobufjs/fetch': 1.1.0
+      '@protobufjs/float': 1.0.2
+      '@protobufjs/inquire': 1.1.0
+      '@protobufjs/path': 1.1.2
+      '@protobufjs/pool': 1.1.0
+      '@protobufjs/utf8': 1.1.0
+      '@types/node': 18.19.115
+      long: 5.3.2
+
   proxy-addr@2.0.7:
     dependencies:
       forwarded: 0.2.0
       ipaddr.js: 1.9.1
 
+  proxy-from-env@1.1.0: {}
+
   pseudomap@1.0.2: {}
 
   pump@2.0.1:
@@ -16103,6 +19077,8 @@ snapshots:
       inherits: 2.0.4
       pump: 2.0.1
 
+  punycode.js@2.3.1: {}
+
   punycode@2.3.1: {}
 
   purgecss@2.3.0:
@@ -16116,6 +19092,10 @@ snapshots:
     dependencies:
       side-channel: 1.1.0
 
+  qs@6.14.0:
+    dependencies:
+      side-channel: 1.1.0
+
   quansync@0.2.10: {}
 
   queue-microtask@1.2.3: {}
@@ -16135,6 +19115,18 @@ snapshots:
       iconv-lite: 0.4.24
       unpipe: 1.0.0
 
+  raw-body@3.0.0:
+    dependencies:
+      bytes: 3.1.2
+      http-errors: 2.0.0
+      iconv-lite: 0.6.3
+      unpipe: 1.0.0
+
+  react-css-styled@1.1.9:
+    dependencies:
+      css-styled: 1.0.8
+      framework-utils: 1.1.0
+
   react-dom@18.2.0(react@18.2.0):
     dependencies:
       loose-envify: 1.4.0
@@ -16147,7 +19139,7 @@ snapshots:
       react: 18.3.1
       scheduler: 0.23.2
 
-  react-email@2.1.6(@opentelemetry/api@1.9.0)(@swc/helpers@0.5.2)(eslint@8.57.1):
+  react-email@2.1.6(@opentelemetry/api@1.9.0)(@swc/helpers@0.5.17)(eslint@8.57.1):
     dependencies:
       '@babel/core': 7.24.5
       '@babel/parser': 7.24.5
@@ -16157,10 +19149,10 @@ snapshots:
       '@radix-ui/react-slot': 1.1.0(@types/react@18.2.47)(react@18.3.1)
       '@radix-ui/react-toggle-group': 1.1.0(@types/react-dom@18.3.7(@types/react@18.2.47))(@types/react@18.2.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-tooltip': 1.1.1(@types/react-dom@18.3.7(@types/react@18.2.47))(@types/react@18.2.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@swc/core': 1.3.101(@swc/helpers@0.5.2)
+      '@swc/core': 1.3.101(@swc/helpers@0.5.17)
       '@types/react': 18.2.47
       '@types/react-dom': 18.3.7(@types/react@18.2.69)
-      '@types/webpack': 5.28.5(@swc/core@1.3.101(@swc/helpers@0.5.2))(esbuild@0.19.11)
+      '@types/webpack': 5.28.5(@swc/core@1.3.101(@swc/helpers@0.5.17))(esbuild@0.19.11)
       autoprefixer: 10.4.14(postcss@8.4.38)
       chalk: 4.1.2
       chokidar: 3.5.3
@@ -16208,6 +19200,40 @@ snapshots:
 
   react-lifecycles-compat@3.0.4: {}
 
+  react-markdown@9.1.0(@types/react@18.2.69)(react@18.3.1):
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      '@types/react': 18.2.69
+      devlop: 1.1.0
+      hast-util-to-jsx-runtime: 2.3.6
+      html-url-attributes: 3.0.1
+      mdast-util-to-hast: 13.2.0
+      react: 18.3.1
+      remark-parse: 11.0.0
+      remark-rehype: 11.1.2
+      unified: 11.0.5
+      unist-util-visit: 5.0.0
+      vfile: 6.0.3
+    transitivePeerDependencies:
+      - supports-color
+
+  react-moveable@0.56.0:
+    dependencies:
+      '@daybrush/utils': 1.13.0
+      '@egjs/agent': 2.4.4
+      '@egjs/children-differ': 1.0.1
+      '@egjs/list-differ': 1.0.1
+      '@scena/dragscroll': 1.4.0
+      '@scena/event-emitter': 1.0.5
+      '@scena/matrix': 1.1.1
+      css-to-mat: 1.1.1
+      framework-utils: 1.1.0
+      gesto: 1.19.4
+      overlap-area: 1.1.0
+      react-css-styled: 1.1.9
+      react-selecto: 1.26.3
+
   react-promise-suspense@0.3.4:
     dependencies:
       fast-deep-equal: 2.0.1
@@ -16269,6 +19295,10 @@ snapshots:
       '@remix-run/router': 1.23.0
       react: 18.3.1
 
+  react-selecto@1.26.3:
+    dependencies:
+      selecto: 1.26.3
+
   react-style-singleton@2.2.3(@types/react@18.2.47)(react@18.3.1):
     dependencies:
       get-nonce: 1.0.1
@@ -16285,6 +19315,14 @@ snapshots:
     optionalDependencies:
       '@types/react': 18.2.69
 
+  react-tweet@3.2.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
+    dependencies:
+      '@swc/helpers': 0.5.17
+      clsx: 2.1.1
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      swr: 2.3.3(react@18.3.1)
+
   react-virtualized@9.22.6(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
     dependencies:
       '@babel/runtime': 7.27.6
@@ -16354,6 +19392,8 @@ snapshots:
     dependencies:
       picomatch: 2.3.1
 
+  readdirp@4.1.2: {}
+
   redent@3.0.0:
     dependencies:
       indent-string: 4.0.0
@@ -16421,6 +19461,15 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  remark-parse@11.0.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+      mdast-util-from-markdown: 2.0.2
+      micromark-util-types: 2.0.2
+      unified: 11.0.5
+    transitivePeerDependencies:
+      - supports-color
+
   remark-rehype@10.1.0:
     dependencies:
       '@types/hast': 2.3.10
@@ -16428,6 +19477,14 @@ snapshots:
       mdast-util-to-hast: 12.3.0
       unified: 10.1.2
 
+  remark-rehype@11.1.2:
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      mdast-util-to-hast: 13.2.0
+      unified: 11.0.5
+      vfile: 6.0.3
+
   remix-auth-oauth2@3.4.1(remix-auth@4.2.0):
     dependencies:
       '@edgefirst-dev/data': 0.0.4
@@ -16463,6 +19520,14 @@ snapshots:
 
   require-from-string@2.0.2: {}
 
+  require-in-the-middle@7.5.2:
+    dependencies:
+      debug: 4.4.1
+      module-details-from-path: 1.0.4
+      resolve: 1.22.10
+    transitivePeerDependencies:
+      - supports-color
+
   require-like@0.1.2: {}
 
   require-main-filename@2.0.0: {}
@@ -16542,6 +19607,22 @@ snapshots:
       '@rollup/rollup-win32-x64-msvc': 4.43.0
       fsevents: 2.3.3
 
+  rope-sequence@1.3.4: {}
+
+  router@2.2.0:
+    dependencies:
+      debug: 4.4.1
+      depd: 2.0.0
+      is-promise: 4.0.0
+      parseurl: 1.3.3
+      path-to-regexp: 8.2.0
+    transitivePeerDependencies:
+      - supports-color
+
+  run-exclusive@2.2.19:
+    dependencies:
+      minimal-polyfills: 2.2.3
+
   run-parallel@1.2.0:
     dependencies:
       queue-microtask: 1.2.3
@@ -16598,6 +19679,19 @@ snapshots:
     dependencies:
       parseley: 0.12.1
 
+  selecto@1.26.3:
+    dependencies:
+      '@daybrush/utils': 1.13.0
+      '@egjs/children-differ': 1.0.1
+      '@scena/dragscroll': 1.4.0
+      '@scena/event-emitter': 1.0.5
+      css-styled: 1.0.8
+      css-to-mat: 1.1.1
+      framework-utils: 1.1.0
+      gesto: 1.19.4
+      keycon: 1.4.0
+      overlap-area: 1.1.0
+
   semver@5.7.2: {}
 
   semver@6.3.1: {}
@@ -16622,6 +19716,22 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  send@1.2.0:
+    dependencies:
+      debug: 4.4.1
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      fresh: 2.0.0
+      http-errors: 2.0.0
+      mime-types: 3.0.1
+      ms: 2.1.3
+      on-finished: 2.4.1
+      range-parser: 1.2.1
+      statuses: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   serialize-javascript@6.0.2:
     dependencies:
       randombytes: 2.1.0
@@ -16635,6 +19745,15 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  serve-static@2.2.0:
+    dependencies:
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      parseurl: 1.3.3
+      send: 1.2.0
+    transitivePeerDependencies:
+      - supports-color
+
   set-blocking@2.0.0: {}
 
   set-cookie-parser@2.7.1: {}
@@ -16677,6 +19796,8 @@ snapshots:
 
   shell-quote@1.8.3: {}
 
+  shimmer@1.2.1: {}
+
   side-channel-list@1.0.0:
     dependencies:
       es-errors: 1.3.0
@@ -16705,16 +19826,34 @@ snapshots:
       side-channel-map: 1.0.1
       side-channel-weakmap: 1.0.2
 
+  sigma@3.0.2(graphology-types@0.24.8):
+    dependencies:
+      events: 3.3.0
+      graphology-utils: 2.5.2(graphology-types@0.24.8)
+    transitivePeerDependencies:
+      - graphology-types
+
   signal-exit@3.0.7: {}
 
   signal-exit@4.1.0: {}
 
+  simple-oauth2@5.1.0:
+    dependencies:
+      '@hapi/hoek': 11.0.7
+      '@hapi/wreck': 18.1.0
+      debug: 4.4.1
+      joi: 17.13.3
+    transitivePeerDependencies:
+      - supports-color
+
   simple-swizzle@0.2.2:
     dependencies:
       is-arrayish: 0.3.2
 
   slash@3.0.0: {}
 
+  slug@6.1.0: {}
+
   smartwrap@2.0.2:
     dependencies:
       array.prototype.flat: 1.3.3
@@ -16744,6 +19883,17 @@ snapshots:
       - supports-color
       - utf-8-validate
 
+  socket.io-client@4.7.5:
+    dependencies:
+      '@socket.io/component-emitter': 3.1.2
+      debug: 4.3.7
+      engine.io-client: 6.5.4
+      socket.io-parser: 4.2.4
+    transitivePeerDependencies:
+      - bufferutil
+      - supports-color
+      - utf-8-validate
+
   socket.io-parser@4.2.4:
     dependencies:
       '@socket.io/component-emitter': 3.1.2
@@ -16765,6 +19915,20 @@ snapshots:
       - supports-color
       - utf-8-validate
 
+  socket.io@4.7.4:
+    dependencies:
+      accepts: 1.3.8
+      base64id: 2.0.0
+      cors: 2.8.5
+      debug: 4.3.7
+      engine.io: 6.5.5
+      socket.io-adapter: 2.5.5
+      socket.io-parser: 4.2.4
+    transitivePeerDependencies:
+      - bufferutil
+      - supports-color
+      - utf-8-validate
+
   sonner@1.3.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
     dependencies:
       react: 18.3.1
@@ -16783,6 +19947,10 @@ snapshots:
 
   source-map@0.7.4: {}
 
+  source-map@0.8.0-beta.0:
+    dependencies:
+      whatwg-url: 7.1.0
+
   space-separated-tokens@2.0.2: {}
 
   spawndamnit@2.0.0:
@@ -16820,6 +19988,8 @@ snapshots:
 
   statuses@2.0.1: {}
 
+  std-env@3.9.0: {}
+
   stop-iteration-iterator@1.1.0:
     dependencies:
       es-errors: 1.3.0
@@ -16931,6 +20101,10 @@ snapshots:
 
   strip-final-newline@2.0.0: {}
 
+  strip-final-newline@3.0.0: {}
+
+  strip-final-newline@4.0.0: {}
+
   strip-indent@3.0.0:
     dependencies:
       min-indent: 1.0.1
@@ -16939,10 +20113,18 @@ snapshots:
 
   strnum@1.1.2: {}
 
+  style-to-js@1.1.17:
+    dependencies:
+      style-to-object: 1.0.9
+
   style-to-object@0.4.4:
     dependencies:
       inline-style-parser: 0.1.1
 
+  style-to-object@1.0.9:
+    dependencies:
+      inline-style-parser: 0.2.4
+
   styled-jsx@5.1.1(@babel/core@7.24.5)(react@18.3.1):
     dependencies:
       client-only: 0.0.1
@@ -16960,6 +20142,10 @@ snapshots:
       pirates: 4.0.7
       ts-interface-checker: 0.1.13
 
+  superjson@2.2.2:
+    dependencies:
+      copy-anything: 3.0.5
+
   supports-color@5.5.0:
     dependencies:
       has-flag: 3.0.0
@@ -17100,18 +20286,22 @@ snapshots:
       mkdirp: 3.0.1
       yallist: 5.0.0
 
+  tdigest@0.1.2:
+    dependencies:
+      bintrees: 1.0.2
+
   term-size@2.2.1: {}
 
-  terser-webpack-plugin@5.3.14(@swc/core@1.3.101(@swc/helpers@0.5.2))(esbuild@0.19.11)(webpack@5.99.9):
+  terser-webpack-plugin@5.3.14(@swc/core@1.3.101(@swc/helpers@0.5.17))(esbuild@0.19.11)(webpack@5.99.9):
     dependencies:
       '@jridgewell/trace-mapping': 0.3.25
       jest-worker: 27.5.1
       schema-utils: 4.3.2
       serialize-javascript: 6.0.2
       terser: 5.42.0
-      webpack: 5.99.9(@swc/core@1.3.101(@swc/helpers@0.5.2))(esbuild@0.19.11)
+      webpack: 5.99.9(@swc/core@1.3.101(@swc/helpers@0.5.17))(esbuild@0.19.11)
     optionalDependencies:
-      '@swc/core': 1.3.101(@swc/helpers@0.5.2)
+      '@swc/core': 1.3.101(@swc/helpers@0.5.17)
       esbuild: 0.19.11
 
   terser-webpack-plugin@5.3.14(esbuild@0.25.5)(webpack@5.99.9(esbuild@0.25.5)):
@@ -17152,11 +20342,19 @@ snapshots:
 
   tiny-invariant@1.3.3: {}
 
+  tinyexec@0.3.2: {}
+
   tinyglobby@0.2.14:
     dependencies:
       fdir: 6.4.6(picomatch@4.0.2)
       picomatch: 4.0.2
 
+  tippy.js@6.3.7:
+    dependencies:
+      '@popperjs/core': 2.11.8
+
+  tiptap-extension-global-drag-handle@0.1.18: {}
+
   tmp@0.0.33:
     dependencies:
       os-tmpdir: 1.0.2
@@ -17171,6 +20369,12 @@ snapshots:
 
   tr46@0.0.3: {}
 
+  tr46@1.0.1:
+    dependencies:
+      punycode: 2.3.1
+
+  tree-kill@1.2.2: {}
+
   trim-lines@3.0.1: {}
 
   trim-newlines@3.0.1: {}
@@ -17183,6 +20387,12 @@ snapshots:
 
   ts-interface-checker@0.1.13: {}
 
+  tsafe@1.8.5: {}
+
+  tsconfck@3.1.3(typescript@5.8.3):
+    optionalDependencies:
+      typescript: 5.8.3
+
   tsconfck@3.1.6(typescript@5.8.3):
     optionalDependencies:
       typescript: 5.8.3
@@ -17204,6 +20414,35 @@ snapshots:
 
   tslib@2.8.1: {}
 
+  tsup@8.5.0(@swc/core@1.3.101(@swc/helpers@0.5.17))(jiti@2.4.2)(postcss@8.5.5)(typescript@5.8.3)(yaml@2.8.0):
+    dependencies:
+      bundle-require: 5.1.0(esbuild@0.25.5)
+      cac: 6.7.14
+      chokidar: 4.0.3
+      consola: 3.4.2
+      debug: 4.4.1
+      esbuild: 0.25.5
+      fix-dts-default-cjs-exports: 1.0.1
+      joycon: 3.1.1
+      picocolors: 1.1.1
+      postcss-load-config: 6.0.1(jiti@2.4.2)(postcss@8.5.5)(yaml@2.8.0)
+      resolve-from: 5.0.0
+      rollup: 4.43.0
+      source-map: 0.8.0-beta.0
+      sucrase: 3.35.0
+      tinyexec: 0.3.2
+      tinyglobby: 0.2.14
+      tree-kill: 1.2.2
+    optionalDependencies:
+      '@swc/core': 1.3.101(@swc/helpers@0.5.17)
+      postcss: 8.5.5
+      typescript: 5.8.3
+    transitivePeerDependencies:
+      - jiti
+      - supports-color
+      - tsx
+      - yaml
+
   tsutils@3.21.0(typescript@5.8.3):
     dependencies:
       tslib: 1.14.1
@@ -17219,6 +20458,14 @@ snapshots:
       wcwidth: 1.0.1
       yargs: 17.7.2
 
+  tunnel-rat@0.1.2(@types/react@18.2.69)(react@18.3.1):
+    dependencies:
+      zustand: 4.5.7(@types/react@18.2.69)(react@18.3.1)
+    transitivePeerDependencies:
+      - '@types/react'
+      - immer
+      - react
+
   turbo-darwin-64@2.5.4:
     optional: true
 
@@ -17269,6 +20516,12 @@ snapshots:
       media-typer: 0.3.0
       mime-types: 2.1.35
 
+  type-is@2.0.1:
+    dependencies:
+      content-type: 1.0.5
+      media-typer: 1.1.0
+      mime-types: 3.0.1
+
   typed-array-buffer@1.0.3:
     dependencies:
       call-bound: 1.0.4
@@ -17308,8 +20561,15 @@ snapshots:
 
   typescript@5.8.3: {}
 
+  uc.micro@2.1.0: {}
+
   ufo@1.6.1: {}
 
+  uglify-js@3.19.3:
+    optional: true
+
+  ulid@2.4.0: {}
+
   unbox-primitive@1.1.0:
     dependencies:
       call-bound: 1.0.4
@@ -17317,10 +20577,18 @@ snapshots:
       has-symbols: 1.1.0
       which-boxed-primitive: 1.1.1
 
+  uncrypto@0.1.3: {}
+
+  undici-types@5.26.5: {}
+
+  undici-types@6.21.0: {}
+
   undici-types@7.8.0: {}
 
   undici@6.21.3: {}
 
+  unicorn-magic@0.3.0: {}
+
   unified@10.1.2:
     dependencies:
       '@types/unist': 2.0.11
@@ -17331,6 +20599,16 @@ snapshots:
       trough: 2.2.0
       vfile: 5.3.7
 
+  unified@11.0.5:
+    dependencies:
+      '@types/unist': 3.0.3
+      bail: 2.0.2
+      devlop: 1.1.0
+      extend: 3.0.2
+      is-plain-obj: 4.1.0
+      trough: 2.2.0
+      vfile: 6.0.3
+
   unique-filename@3.0.0:
     dependencies:
       unique-slug: 4.0.0
@@ -17345,6 +20623,10 @@ snapshots:
     dependencies:
       '@types/unist': 2.0.11
 
+  unist-util-is@6.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
   unist-util-position-from-estree@1.1.2:
     dependencies:
       '@types/unist': 2.0.11
@@ -17353,6 +20635,10 @@ snapshots:
     dependencies:
       '@types/unist': 2.0.11
 
+  unist-util-position@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
   unist-util-remove-position@4.0.2:
     dependencies:
       '@types/unist': 2.0.11
@@ -17362,17 +20648,32 @@ snapshots:
     dependencies:
       '@types/unist': 2.0.11
 
+  unist-util-stringify-position@4.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
   unist-util-visit-parents@5.1.3:
     dependencies:
       '@types/unist': 2.0.11
       unist-util-is: 5.2.1
 
+  unist-util-visit-parents@6.0.1:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-is: 6.0.0
+
   unist-util-visit@4.1.2:
     dependencies:
       '@types/unist': 2.0.11
       unist-util-is: 5.2.1
       unist-util-visit-parents: 5.1.3
 
+  unist-util-visit@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-is: 6.0.0
+      unist-util-visit-parents: 6.0.1
+
   universalify@0.1.2: {}
 
   universalify@2.0.1: {}
@@ -17479,6 +20780,8 @@ snapshots:
 
   validate-npm-package-name@5.0.1: {}
 
+  validator@13.15.15: {}
+
   vary@1.1.2: {}
 
   vfile-message@3.1.4:
@@ -17486,6 +20789,11 @@ snapshots:
       '@types/unist': 2.0.11
       unist-util-stringify-position: 3.0.3
 
+  vfile-message@4.0.2:
+    dependencies:
+      '@types/unist': 3.0.3
+      unist-util-stringify-position: 4.0.0
+
   vfile@5.3.7:
     dependencies:
       '@types/unist': 2.0.11
@@ -17493,13 +20801,18 @@ snapshots:
       unist-util-stringify-position: 3.0.3
       vfile-message: 3.1.4
 
-  vite-node@1.6.1(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0):
+  vfile@6.0.3:
+    dependencies:
+      '@types/unist': 3.0.3
+      vfile-message: 4.0.2
+
+  vite-node@1.6.1(@types/node@18.19.115)(lightningcss@1.30.1)(terser@5.42.0):
     dependencies:
       cac: 6.7.14
       debug: 4.4.1
       pathe: 1.1.2
       picocolors: 1.1.1
-      vite: 5.4.19(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)
+      vite: 5.4.19(@types/node@18.19.115)(lightningcss@1.30.1)(terser@5.42.0)
     transitivePeerDependencies:
       - '@types/node'
       - less
@@ -17511,13 +20824,13 @@ snapshots:
       - supports-color
       - terser
 
-  vite-node@3.2.3(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0):
+  vite-node@3.2.3(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0):
     dependencies:
       cac: 6.7.14
       debug: 4.4.1
       es-module-lexer: 1.7.0
       pathe: 2.0.3
-      vite: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
     transitivePeerDependencies:
       - '@types/node'
       - jiti
@@ -17532,29 +20845,29 @@ snapshots:
       - tsx
       - yaml
 
-  vite-tsconfig-paths@4.3.2(typescript@5.8.3)(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)):
+  vite-tsconfig-paths@4.3.2(typescript@5.8.3)(vite@6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)):
     dependencies:
       debug: 4.4.1
       globrex: 0.1.2
       tsconfck: 3.1.6(typescript@5.8.3)
     optionalDependencies:
-      vite: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
     transitivePeerDependencies:
       - supports-color
       - typescript
 
-  vite@5.4.19(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0):
+  vite@5.4.19(@types/node@18.19.115)(lightningcss@1.30.1)(terser@5.42.0):
     dependencies:
       esbuild: 0.21.5
       postcss: 8.5.5
       rollup: 4.43.0
     optionalDependencies:
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
       fsevents: 2.3.3
       lightningcss: 1.30.1
       terser: 5.42.0
 
-  vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0):
+  vite@6.3.5(@types/node@18.19.115)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0):
     dependencies:
       esbuild: 0.25.5
       fdir: 6.4.6(picomatch@4.0.2)
@@ -17563,13 +20876,15 @@ snapshots:
       rollup: 4.43.0
       tinyglobby: 0.2.14
     optionalDependencies:
-      '@types/node': 24.0.0
+      '@types/node': 18.19.115
       fsevents: 2.3.3
       jiti: 2.4.2
       lightningcss: 1.30.1
       terser: 5.42.0
       yaml: 2.8.0
 
+  w3c-keyname@2.2.8: {}
+
   watchpack@2.4.4:
     dependencies:
       glob-to-regexp: 0.4.1
@@ -17591,9 +20906,11 @@ snapshots:
 
   webidl-conversions@3.0.1: {}
 
+  webidl-conversions@4.0.2: {}
+
   webpack-sources@3.3.2: {}
 
-  webpack@5.99.9(@swc/core@1.3.101(@swc/helpers@0.5.2))(esbuild@0.19.11):
+  webpack@5.99.9(@swc/core@1.3.101(@swc/helpers@0.5.17))(esbuild@0.19.11):
     dependencies:
       '@types/eslint-scope': 3.7.7
       '@types/estree': 1.0.8
@@ -17616,7 +20933,7 @@ snapshots:
       neo-async: 2.6.2
       schema-utils: 4.3.2
       tapable: 2.2.2
-      terser-webpack-plugin: 5.3.14(@swc/core@1.3.101(@swc/helpers@0.5.2))(esbuild@0.19.11)(webpack@5.99.9)
+      terser-webpack-plugin: 5.3.14(@swc/core@1.3.101(@swc/helpers@0.5.17))(esbuild@0.19.11)(webpack@5.99.9)
       watchpack: 2.4.4
       webpack-sources: 3.3.2
     transitivePeerDependencies:
@@ -17661,6 +20978,12 @@ snapshots:
       tr46: 0.0.3
       webidl-conversions: 3.0.1
 
+  whatwg-url@7.1.0:
+    dependencies:
+      lodash.sortby: 4.7.0
+      tr46: 1.0.1
+      webidl-conversions: 4.0.2
+
   which-boxed-primitive@1.1.1:
     dependencies:
       is-bigint: 1.1.0
@@ -17723,6 +21046,8 @@ snapshots:
 
   word-wrap@1.2.5: {}
 
+  wordwrap@1.0.0: {}
+
   wrap-ansi@6.2.0:
     dependencies:
       ansi-styles: 4.3.0
@@ -17798,6 +21123,8 @@ snapshots:
 
   yocto-queue@0.1.0: {}
 
+  yoctocolors@2.1.1: {}
+
   zod-error@1.5.0:
     dependencies:
       zod: 3.23.8
@@ -17812,4 +21139,11 @@ snapshots:
 
   zod@3.23.8: {}
 
+  zustand@4.5.7(@types/react@18.2.69)(react@18.3.1):
+    dependencies:
+      use-sync-external-store: 1.5.0(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.2.69
+      react: 18.3.1
+
   zwitch@2.0.4: {}
diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
index 3ff5faa..868471a 100644
--- a/pnpm-workspace.yaml
+++ b/pnpm-workspace.yaml
@@ -1,3 +1,4 @@
 packages:
   - "apps/*"
   - "packages/*"
+  - "core/*"
diff --git a/trigger/.env.example b/trigger/.env.example
new file mode 100644
index 0000000..67afd24
--- /dev/null
+++ b/trigger/.env.example
@@ -0,0 +1,138 @@
+# Trigger.dev self-hosting environment variables
+# - These are the default values for the self-hosting stack
+# - You should change them to suit your needs, especially the secrets
+# - See the docs for more information: https://trigger.dev/docs/self-hosting/overview
+
+# Secrets
+# - Do NOT use these defaults in production
+# - Generate your own by running `openssl rand -hex 16` for each secret
+SESSION_SECRET=2818143646516f6fffd707b36f334bbb
+MAGIC_LINK_SECRET=44da78b7bbb0dfe709cf38931d25dcdd
+ENCRYPTION_KEY=f686147ab967943ebbe9ed3b496e465a
+MANAGED_WORKER_SECRET=447c29678f9eaf289e9c4b70d3dd8a7f
+
+# Worker token
+# - This is the token for the worker to connect to the webapp
+# - When running the combined stack, this is set automatically during bootstrap
+# - For the split setup, you will have to set this manually. The token is available in the webapp logs but will only be shown once.
+# - See the docs for more information: https://trigger.dev/docs/self-hosting/docker
+# TRIGGER_WORKER_TOKEN=
+
+# Worker URLs
+# - In split setups, uncomment and set to the public URL of your webapp
+# TRIGGER_API_URL=https://trigger.example.com
+# OTEL_EXPORTER_OTLP_ENDPOINT=https://trigger.example.com/otel
+
+# Postgres
+# - Do NOT use these defaults in production
+# - Especially if you decide to expose the database to the internet
+# POSTGRES_USER=postgres
+POSTGRES_USER=docker
+POSTGRES_PASSWORD=docker
+TRIGGER_DB=trigger
+
+DB_HOST=localhost
+DB_PORT=5432
+DB_SCHEMA=sigma
+
+
+# POSTGRES_DB=postgres
+DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${DB_HOST}:${DB_PORT}/${TRIGGER_DB}?schema=public&sslmode=disable
+DIRECT_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${DB_HOST}:${DB_PORT}/${TRIGGER_DB}?schema=public&sslmode=disable
+
+# Trigger image tag
+# - This is the version of the webapp and worker images to use, they should be locked to a specific version in production
+# - For example: TRIGGER_IMAGE_TAG=v4.0.0-v4-beta.21
+TRIGGER_IMAGE_TAG=v4-beta
+
+# Webapp
+# - These should generally be set to the same value
+# - In production, these should be set to the public URL of your webapp, e.g. https://trigger.example.com
+APP_ORIGIN=http://localhost:8030
+LOGIN_ORIGIN=http://localhost:8030
+API_ORIGIN=http://localhost:8030
+DEV_OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:8030/otel
+# You may need to set this when testing locally or when using the combined setup
+# API_ORIGIN=http://webapp:3000
+
+# Webapp - memory management
+# - This sets the maximum memory allocation for Node.js heap in MiB (e.g. "4096" for 4GB)
+# - It should be set according to your total webapp machine's memory or any container limits you have set
+# - Setting this too high or low WILL cause crashes, inefficient memory utilization and high CPU usage
+# - You should allow for some memory overhead, we suggest at least 20%, for example:
+#   - 2GB machine: NODE_MAX_OLD_SPACE_SIZE=1600
+#   - 4GB machine: NODE_MAX_OLD_SPACE_SIZE=3200
+#   - 6GB machine: NODE_MAX_OLD_SPACE_SIZE=4800
+#   - 8GB machine: NODE_MAX_OLD_SPACE_SIZE=6400
+# NODE_MAX_OLD_SPACE_SIZE=8192
+
+# ClickHouse
+# - Do NOT use these defaults in production
+CLICKHOUSE_USER=default
+CLICKHOUSE_PASSWORD=password
+CLICKHOUSE_URL=http://default:password@clickhouse:8123?secure=false
+RUN_REPLICATION_CLICKHOUSE_URL=http://default:password@clickhouse:8123
+
+# Docker Registry
+# - When testing locally, the default values should be fine
+# - When deploying to production, you will have to change these, especially the password and URL
+# - See the docs for more information: https://trigger.dev/docs/self-hosting/docker#registry-setup
+DOCKER_REGISTRY_URL=localhost:5000
+DOCKER_REGISTRY_USERNAME=registry-user
+DOCKER_REGISTRY_PASSWORD=very-secure-indeed
+
+# Object store
+# - You need to log into the Minio dashboard and create a bucket called "packets" 
+# - See the docs for more information: https://trigger.dev/docs/self-hosting/docker#object-storage
+OBJECT_STORE_ACCESS_KEY_ID=admin
+OBJECT_STORE_SECRET_ACCESS_KEY=very-safe-password
+# You will have to uncomment and configure this for production
+# OBJECT_STORE_BASE_URL=http://localhost:9000
+# Credentials to access the Minio dashboard at http://localhost:9001
+# - You should change these credentials and not use them for the `OBJECT_STORE_` env vars above
+# - Instead, setup a non-root user with access the "packets" bucket
+# MINIO_ROOT_USER=admin
+# MINIO_ROOT_PASSWORD=very-safe-password
+
+# Other image tags
+# - These are the versions of the other images to use
+# - You should lock these to a specific version in production
+# POSTGRES_IMAGE_TAG=14
+# REDIS_IMAGE_TAG=7
+# ELECTRIC_IMAGE_TAG=1.0.13
+# CLICKHOUSE_IMAGE_TAG=latest
+# REGISTRY_IMAGE_TAG=2
+# MINIO_IMAGE_TAG=latest
+# DOCKER_PROXY_IMAGE_TAG=latest
+# TRAEFIK_IMAGE_TAG=v3.4
+
+# Publish IPs
+# - These are the IPs to publish the services to
+# - Setting to 127.0.0.1 makes the service only accessible locally
+# - When deploying to production, you will have to change these, depending on your setup
+# WEBAPP_PUBLISH_IP=0.0.0.0
+# POSTGRES_PUBLISH_IP=127.0.0.1
+# REDIS_PUBLISH_IP=127.0.0.1
+# ELECTRIC_PUBLISH_IP=127.0.0.1
+# CLICKHOUSE_PUBLISH_IP=127.0.0.1
+# REGISTRY_PUBLISH_IP=127.0.0.1
+# MINIO_PUBLISH_IP=127.0.0.1
+
+# Restart policy
+# - Applies to all services, adjust as needed
+# RESTART_POLICY=unless-stopped
+
+# Docker logging
+# - See the official docs: https://docs.docker.com/engine/logging/configure/
+# LOGGING_DRIVER=local
+# LOGGING_MAX_SIZE=20m
+# LOGGING_MAX_FILES=5
+# LOGGING_COMPRESS=true
+
+# Traefik
+# - Reverse proxy settings only serve as an example and require further configuration
+# - See the partial overrides in docker-compose.traefik.yml for more details
+# TRAEFIK_ENTRYPOINT=websecure
+# TRAEFIK_HTTP_PUBLISH_IP=0.0.0.0
+# TRAEFIK_HTTPS_PUBLISH_IP=0.0.0.0
+# TRAEFIK_DASHBOARD_PUBLISH_IP=127.0.0.1
\ No newline at end of file
diff --git a/trigger/docker-compose.yaml b/trigger/docker-compose.yaml
new file mode 100644
index 0000000..c0aac8c
--- /dev/null
+++ b/trigger/docker-compose.yaml
@@ -0,0 +1,262 @@
+x-logging: &logging-config
+  driver: ${LOGGING_DRIVER:-local}
+  options:
+    max-size: ${LOGGING_MAX_SIZE:-20m}
+    max-file: ${LOGGING_MAX_FILES:-5}
+    compress: ${LOGGING_COMPRESS:-true}
+
+services:
+  webapp:
+    image: ghcr.io/triggerdotdev/trigger.dev:${TRIGGER_IMAGE_TAG:-v4-beta}
+    restart: ${RESTART_POLICY:-unless-stopped}
+    logging: *logging-config
+    ports:
+      - ${WEBAPP_PUBLISH_IP:-0.0.0.0}:8030:3000
+    depends_on:
+      - clickhouse
+    networks:
+      - webapp
+      - supervisor
+    volumes:
+      - shared:/home/node/shared
+    # Only needed for bootstrap
+    user: root
+    # Only needed for bootstrap
+    command: sh -c "chown -R node:node /home/node/shared && exec ./scripts/entrypoint.sh"
+    healthcheck:
+      test:
+        [
+          "CMD",
+          "node",
+          "-e",
+          "http.get('http://localhost:3000/healthcheck', res => process.exit(res.statusCode === 200 ? 0 : 1)).on('error', () => process.exit(1))",
+        ]
+      interval: 30s
+      timeout: 10s
+      retries: 5
+      start_period: 10s
+    environment:
+      APP_ORIGIN: ${APP_ORIGIN:-http://localhost:8030}
+      LOGIN_ORIGIN: ${LOGIN_ORIGIN:-http://localhost:8030}
+      API_ORIGIN: ${API_ORIGIN:-http://localhost:8030}
+      ELECTRIC_ORIGIN: http://electric:3000
+      DATABASE_URL: ${DATABASE_URL:-postgresql://postgres:postgres@postgres:5432/main?schema=public&sslmode=disable}
+      DIRECT_URL: ${DIRECT_URL:-postgresql://postgres:postgres@postgres:5432/main?schema=public&sslmode=disable}
+      SESSION_SECRET: ${SESSION_SECRET}
+      MAGIC_LINK_SECRET: ${MAGIC_LINK_SECRET}
+      ENCRYPTION_KEY: ${ENCRYPTION_KEY}
+      MANAGED_WORKER_SECRET: ${MANAGED_WORKER_SECRET}
+      REDIS_HOST: host.docker.internal
+      REDIS_PORT: 6379
+      REDIS_TLS_DISABLED: true
+      APP_LOG_LEVEL: info
+      DEV_OTEL_EXPORTER_OTLP_ENDPOINT: ${DEV_OTEL_EXPORTER_OTLP_ENDPOINT:-http://localhost:8030/otel}
+      DEPLOY_REGISTRY_HOST: ${DOCKER_REGISTRY_URL:-localhost:5000}
+      OBJECT_STORE_BASE_URL: ${OBJECT_STORE_BASE_URL:-http://minio:9000}
+      OBJECT_STORE_ACCESS_KEY_ID: ${OBJECT_STORE_ACCESS_KEY_ID}
+      OBJECT_STORE_SECRET_ACCESS_KEY: ${OBJECT_STORE_SECRET_ACCESS_KEY}
+      GRACEFUL_SHUTDOWN_TIMEOUT: 1000
+      # Bootstrap - this will automatically set up a worker group for you
+      # This will NOT work for split deployments
+      TRIGGER_BOOTSTRAP_ENABLED: 1
+      TRIGGER_BOOTSTRAP_WORKER_GROUP_NAME: bootstrap
+      TRIGGER_BOOTSTRAP_WORKER_TOKEN_PATH: /home/node/shared/worker_token
+      # ClickHouse configuration
+      CLICKHOUSE_URL: ${CLICKHOUSE_URL:-http://default:password@clickhouse:8123?secure=false}
+      CLICKHOUSE_LOG_LEVEL: ${CLICKHOUSE_LOG_LEVEL:-info}
+      # Run replication
+      RUN_REPLICATION_ENABLED: ${RUN_REPLICATION_ENABLED:-1}
+      RUN_REPLICATION_CLICKHOUSE_URL: ${RUN_REPLICATION_CLICKHOUSE_URL:-http://default:password@clickhouse:8123}
+      RUN_REPLICATION_LOG_LEVEL: ${RUN_REPLICATION_LOG_LEVEL:-info}
+      # Limits
+      # TASK_PAYLOAD_OFFLOAD_THRESHOLD: 524288 # 512KB
+      # TASK_PAYLOAD_MAXIMUM_SIZE: 3145728 # 3MB
+      # BATCH_TASK_PAYLOAD_MAXIMUM_SIZE: 1000000 # 1MB
+      # TASK_RUN_METADATA_MAXIMUM_SIZE: 262144 # 256KB
+      # DEFAULT_ENV_EXECUTION_CONCURRENCY_LIMIT: 100
+      # DEFAULT_ORG_EXECUTION_CONCURRENCY_LIMIT: 100
+      # Internal OTEL configuration
+      INTERNAL_OTEL_TRACE_LOGGING_ENABLED: ${INTERNAL_OTEL_TRACE_LOGGING_ENABLED:-0}
+
+  electric:
+    image: electricsql/electric:${ELECTRIC_IMAGE_TAG:-1.0.13}
+    restart: ${RESTART_POLICY:-unless-stopped}
+    logging: *logging-config
+    networks:
+      - webapp
+    environment:
+      DATABASE_URL: ${DATABASE_URL:-postgresql://postgres:postgres@postgres:5432/main?schema=public&sslmode=disable}
+      ELECTRIC_INSECURE: true
+      ELECTRIC_USAGE_REPORTING: false
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:3000/v1/health"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 10s
+
+  clickhouse:
+    image: bitnami/clickhouse:${CLICKHOUSE_IMAGE_TAG:-latest}
+    restart: ${RESTART_POLICY:-unless-stopped}
+    logging: *logging-config
+    ports:
+      - ${CLICKHOUSE_PUBLISH_IP:-127.0.0.1}:9123:8123
+      - ${CLICKHOUSE_PUBLISH_IP:-127.0.0.1}:9090:9000
+    environment:
+      CLICKHOUSE_ADMIN_USER: ${CLICKHOUSE_USER:-default}
+      CLICKHOUSE_ADMIN_PASSWORD: ${CLICKHOUSE_PASSWORD:-password}
+    volumes:
+      - clickhouse:/bitnami/clickhouse
+      - ../clickhouse/override.xml:/bitnami/clickhouse/etc/config.d/override.xml:ro
+    networks:
+      - webapp
+    healthcheck:
+      test:
+        [
+          "CMD",
+          "clickhouse-client",
+          "--host",
+          "localhost",
+          "--port",
+          "9000",
+          "--user",
+          "default",
+          "--password",
+          "password",
+          "--query",
+          "SELECT 1",
+        ]
+      interval: 5s
+      timeout: 5s
+      retries: 5
+      start_period: 10s
+
+  registry:
+    image: registry:${REGISTRY_IMAGE_TAG:-2}
+    restart: ${RESTART_POLICY:-unless-stopped}
+    logging: *logging-config
+    ports:
+      - ${REGISTRY_PUBLISH_IP:-127.0.0.1}:5000:5000
+    networks:
+      - webapp
+    volumes:
+      # registry-user:very-secure-indeed
+      - ../registry/auth.htpasswd:/auth/htpasswd:ro
+    environment:
+      REGISTRY_AUTH: htpasswd
+      REGISTRY_AUTH_HTPASSWD_REALM: Registry Realm
+      REGISTRY_AUTH_HTPASSWD_PATH: /auth/htpasswd
+    healthcheck:
+      test: ["CMD", "wget", "--spider", "-q", "http://localhost:5000/"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 10s
+
+  minio:
+    image: bitnami/minio:${MINIO_IMAGE_TAG:-latest}
+    restart: ${RESTART_POLICY:-unless-stopped}
+    logging: *logging-config
+    ports:
+      - ${MINIO_PUBLISH_IP:-127.0.0.1}:9000:9000
+      - ${MINIO_PUBLISH_IP:-127.0.0.1}:9001:9001
+    networks:
+      - webapp
+    volumes:
+      - minio:/bitnami/minio/data
+    environment:
+      MINIO_ROOT_USER: ${MINIO_ROOT_USER:-admin}
+      MINIO_ROOT_PASSWORD: ${MINIO_ROOT_PASSWORD:-very-safe-password}
+      MINIO_DEFAULT_BUCKETS: packets
+      MINIO_BROWSER: "on"
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
+      interval: 5s
+      timeout: 10s
+      retries: 5
+      start_period: 10s
+
+  # Worker related
+  supervisor:
+    image: ghcr.io/triggerdotdev/supervisor:${TRIGGER_IMAGE_TAG:-v4-beta}
+    restart: ${RESTART_POLICY:-unless-stopped}
+    logging: *logging-config
+    depends_on:
+      - docker-proxy
+    networks:
+      - supervisor
+      - docker-proxy
+      - webapp
+    volumes:
+      - shared:/home/node/shared
+    # Only needed for bootstrap
+    user: root
+    # Only needed for bootstrap
+    command: sh -c "chown -R node:node /home/node/shared && exec /usr/bin/dumb-init -- pnpm run --filter supervisor start"
+    environment:
+      # This needs to match the token of the worker group you want to connect to
+      # TRIGGER_WORKER_TOKEN: ${TRIGGER_WORKER_TOKEN}
+      # Use the bootstrap token created by the webapp
+      TRIGGER_WORKER_TOKEN: file:///home/node/shared/worker_token
+      MANAGED_WORKER_SECRET: ${MANAGED_WORKER_SECRET}
+      TRIGGER_API_URL: ${TRIGGER_API_URL:-http://webapp:3000}
+      OTEL_EXPORTER_OTLP_ENDPOINT: ${OTEL_EXPORTER_OTLP_ENDPOINT:-http://webapp:3000/otel}
+      TRIGGER_WORKLOAD_API_DOMAIN: supervisor
+      TRIGGER_WORKLOAD_API_PORT_EXTERNAL: 8020
+      # Optional settings
+      DEBUG: 1
+      ENFORCE_MACHINE_PRESETS: 1
+      TRIGGER_DEQUEUE_INTERVAL_MS: 1000
+      DOCKER_HOST: tcp://docker-proxy:2375
+      DOCKER_RUNNER_NETWORKS: webapp,supervisor
+      DOCKER_REGISTRY_URL: ${DOCKER_REGISTRY_URL:-localhost:5000}
+      DOCKER_REGISTRY_USERNAME: ${DOCKER_REGISTRY_USERNAME:-}
+      DOCKER_REGISTRY_PASSWORD: ${DOCKER_REGISTRY_PASSWORD:-}
+      DOCKER_AUTOREMOVE_EXITED_CONTAINERS: 0
+    healthcheck:
+      test:
+        [
+          "CMD",
+          "node",
+          "-e",
+          "http.get('http://localhost:8020/health', res => process.exit(res.statusCode === 200 ? 0 : 1)).on('error', () => process.exit(1))",
+        ]
+      interval: 30s
+      timeout: 10s
+      retries: 5
+      start_period: 10s
+
+  docker-proxy:
+    image: tecnativa/docker-socket-proxy:${DOCKER_PROXY_IMAGE_TAG:-latest}
+    restart: ${RESTART_POLICY:-unless-stopped}
+    logging: *logging-config
+    volumes:
+      - /var/run/docker.sock:/var/run/docker.sock:ro
+    networks:
+      - docker-proxy
+    environment:
+      - LOG_LEVEL=info
+      - POST=1
+      - CONTAINERS=1
+      - IMAGES=1
+      - INFO=1
+      - NETWORKS=1
+    healthcheck:
+      test: ["CMD", "nc", "-z", "127.0.0.1", "2375"]
+      interval: 30s
+      timeout: 5s
+      retries: 5
+      start_period: 5s
+
+volumes:
+  shared:
+  clickhouse:
+  minio:
+
+networks:
+  docker-proxy:
+    name: docker-proxy
+  supervisor:
+    name: supervisor
+  webapp:
+    name: webapp
diff --git a/turbo.json b/turbo.json
index 932032e..cad65a9 100644
--- a/turbo.json
+++ b/turbo.json
@@ -32,6 +32,10 @@
     },
     "generate": {
       "dependsOn": [ "^generate" ]
+    },
+    "trigger:dev": {
+      "interactive": true,
+      "cache": false
     }
   },
   "globalDependencies": [ ".env" ],
@@ -60,6 +64,11 @@
     "MAGIC_LINK_SECRET",
     "ENABLE_EMAIL_LOGIN",
     "MODEL",
-    "OLLAMA_URL"
+    "OLLAMA_URL",
+    "TRIGGER_PROJECT_ID",
+    "TRIGGER_API_URL",
+    "TRIGGER_SECRET_KEY",
+    "EMBEDDING_MODEL",
+    "MODEL"
   ]
 }