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Topic

Satori 4

4 notes filed under Satori.

Topics

All writing AI 5 MCP 5 Automation 4 Node.js 4 Satori 4 Promptready 3 Systems 3 Browser Extension 2 All topics

Aug 21, 2026 Project Retrospectives

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.

SatoriMCPRetrievalLocal First

May 1, 2026 Project Retrospectives

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.

SatoriMCPAIRetrieval

Apr 30, 2026 Project Retrospectives

When index cleanup lies, agents make unsafe decisions

A practical note on debugging Satori's clear/reindex path by treating remote vector state as an explicit lifecycle contract.

SatoriDebuggingSystems

Apr 29, 2026 Project Retrospectives

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.

SatoriMCPNode.jsSystems

Ahmed Hamza

Software engineer in Kolkata. I build web products and developer tools that show their work.

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