Notes from the work.
No best practices — only practice. What we’re learning while we’re in it, written plainly.
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The code review loop
A small, repeatable loop for reviewing agent-written changes before they land — so the judgment stays yours.
Tuned for Cowork
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Give every repo an llms.txt in one pass
Most teams discover their site is illegible to agents only when an agent gets it wrong. The fix is small, and worth doing once.
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The compounding curve
Ask an AI for a status report and it rediscovers your company from scratch. Most organizations pay for that discovery again and again — and call it adoption.
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What we mean
The words you’ll hear in week one of going AI-native, with the meanings we use. Words are infrastructure too.
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Everyone becomes a manager
The most common question we get isn’t about models or tools. It’s quieter: what will my people actually do all day?
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There are no best practices, only practice
Executives ask us for the playbook — the one other companies used to become AI-native. We don’t have it, and neither does anyone selling it.