Writing tag
4 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
Notes on building Satori around deterministic MCP workflows, exact reads, stale-index warnings, and bounded retrieval contracts.
03
A practical note on debugging Satori's clear/reindex path by treating remote vector state as an explicit lifecycle contract.
04
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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