The AI Second Brain

Build a self-improving knowledge base with and for AI agents: 8x a context window of memory, reached for about 1K tokens a query.

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Coming soon: a practical engineering guide

AI assistants can capture notes, summarize sources, and answer questions. That is not the same as reliable long-term memory. Left alone, an agent-fed knowledge base accumulates duplicates, loses provenance, silently overwrites history, and treats failed reads as empty results.

This book teaches the discipline the frontier AI labs apply to their own repositories: machine-readable context, review gates, isolation, and deterministic verification: scaled down to a knowledge base you own:

capture  →  screen  →  gate  →  promote

What you will build

Written from a production system that runs this pipeline every day: including the incidents, the failed designs, and the guards they produced.

The code is open

The companion repository: reference architecture, roadmap, and a working scaffold as it grows: is MIT-licensed and public today:

github.com/chimera00/ai-second-brain

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