Notes
Field notes
Short writing on governance, harnesses, and production AI — what holds when demos stop and regulators start.
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The AI Plumber Manifesto
Why intelligence is rented and plumbing is owned — harness engineering, six pipes, and production receipts.
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The Governance Harness
Why unchecked agents spiral — and why the fix is a deterministic runtime harness, not better prompts.
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The Most Expensive Word in Enterprise AI Is Later
Governance later is compliance debt. Start with the pipes — then the model.
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From Prompts to Loops
Loops are control planes. You still need audit, kill thresholds, and a human in the decision.