Interesting approach using SQLite as the persistence layer for AI agents. The local-first architecture makes a lot of sense for development workflows where latency matters.
One question: How do you handle concurrent writes from multiple agents working on the same project? SQLite has WAL mode, but I'm curious if you've encountered any race conditions in practice, especially when agents are running in parallel.
Also, the MCP (Model Context Protocol) integration is clever - having a standardized way for agents to query project state could really simplify the orchestration layer. Are you seeing other teams adopt MCP for similar use cases?
One question: How do you handle concurrent writes from multiple agents working on the same project? SQLite has WAL mode, but I'm curious if you've encountered any race conditions in practice, especially when agents are running in parallel.
Also, the MCP (Model Context Protocol) integration is clever - having a standardized way for agents to query project state could really simplify the orchestration layer. Are you seeing other teams adopt MCP for similar use cases?
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