AI
Derive the mechanism instead of animating it
I asked Claude for an interactive 3D continuously variable transmission. The decision that mattered was refusing to keyframe the sheaves, because deriving them made every clearance a number a test could read.
Test Fixtures for Evals
Isolate variables using test fixtures in your LLM evals