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Notes from the work.
Technical essays and field notes about building systems people can use and understand.
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What I Learned Building a Fail-Closed AI Code Review Workflow
A first experiment with Jev from TypeSafe: typed review decisions, evidence boundaries, and the uncomfortable gap between confidence and calibration.
September 16, 2026