Notes

Practical writing on making your business and codebase ready for AI agents. The same thinking behind the consulting, in the open. No hype.

• July 19, 2026

  The AI Buffet Closed. Now the Meter's Running.

  Flat-rate AI quietly died this summer. Why agents burn up to 1,000x more tokens than chat, and the five controls that keep a runaway loop from eating your month.

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• July 10, 2026

  How AI Agents Fail (and How to Catch Them)

  The four ways AI agents go wrong; the endless loop, goal drift, compounding errors, and overreach; and the checkpoint that catches each one.

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