FIELD NOTES FROM THE FORGE

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Writing on company knowledge, AI agents that do real work, and the craft of building a brain your whole team (human and machine) can trust.

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First Principles

Why your AI agents keep forgetting what your company knows

Every chat starts from zero. The fix isn't a smarter model. It's a governed place to keep what your company knows, so the agents you already use can read from it.

Angus, founder of tatara
Jun 12, 2026 · 3 min read
RECENT

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The governed document: one source, two audiences

Clean enough for a person to read, structured enough for any model to use. How we shape documents that serve both at once.

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Stop pasting context into every chat

The hidden tax of stateless agents, and what changes when every tool reads from the same current brain.

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