What changed when Satori became local-first
What changed in Satori's indexing, storage, and source verification when code search began running locally by default.
Topic
MCP 5
5 notes filed under MCP.
The hard part of giving ChatGPT a shell is the trust boundary
How I separated file, terminal, and browser permissions when connecting AI clients to a local workstation with WebHarness.
Why naive RAG fails for coding agents—and what Satori does instead
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.
Why semantic code search is not enough for coding agents
Notes on building Satori around deterministic MCP workflows, exact reads, stale-index warnings, and bounded retrieval contracts.
Why MCP CLIs fail when stdout is treated like logs
Notes on turning Satori's shell CLI into a disciplined MCP wrapper with stdout safety, dynamic bootstrap, and deterministic exit behavior.