Thoughts.

Notes on AI, product and the work in between. Mostly things I learned by building something, breaking it, and going back in.

13 July 2026 Essay · AI

Technical fluency ≠ technical credentials

A technical credential and actual technical fluency aren't the same thing. I learned that working on an agent that kept getting information wrong.

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