Writing tag
5 notes from the writing archive.
01
Moving Satori from a connected-vector-store story to a local-first code map forced clearer ownership between source evidence, model-specific vectors, publications, runtime compatibility, and agent-facing tools.
02
What changed when I stopped treating an MCP-to-WSL bridge as a connectivity problem and separated files, Bash, code intelligence, terminal lifetime, browser control, and constrained-client access into explicit authority boundaries.
03
Why fixed text chunks are weak evidence for code changes, and how Satori combines symbol-aware chunking, hybrid retrieval, freshness checks, and exact bounded reads.
04
Notes on building Satori around deterministic MCP workflows, exact reads, stale-index warnings, and bounded retrieval contracts.
05
Notes on turning Satori's shell CLI into a disciplined MCP wrapper with stdout safety, dynamic bootstrap, and deterministic exit behavior.
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