[Engineering Log] Fixing DuckDB File Locks
Fixing DuckDB file locks in Echo by replacing the startup connection with on-demand database sessions that open, sync, query, and close during each analytics request.
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Tag: #mcp
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- #growth (41)
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[Engineering Log] Measuring Memory Value in Echo
Adding local FinOps and Knowledge ROI analytics to Echo so persistent memory can measure cost, hit rate, carbon estimates, and low-signal context before quality drifts.
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Unified Intelligence for Observability Hub
Transitioning to Agentic Infrastructure via the Model Context Protocol unified gateway, providing specialized tools for automated RCA across telemetry, pods, network flows, and gateway capability state.
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- #observability
- #platform
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[Engineering Log] Persistent AI Memory with Echo
Building an MCP server with Go and SQLite to give AI agents scoped, local-first memory, reduce repeated context setup, and keep project decisions available in CLI sessions.
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MCP-Ready Ecosystem Refactor
Transitioning from fragmented multi-module scripts to a library-first platform using a unified Go workspace.
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- #system-design