FIELD NOTES FROM THE FORGE

The Ledger.

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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01Product

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.

May 28, 20262 min
02AI & Agents

Stop pasting context into every chat

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

May 19, 20262 min
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