Notes from the pivot

21 August 2026·14 min read

Don't teach students to code with AI

Teach them to direct, inspect, test, and improve software that AI helps produce

A curriculum for teaching software engineering when the code is cheap. Sixteen capabilities, one loop, and the rule I won't bend.