Writing
Field notes on AI-augmented software engineering. Published irregularly. 2 essays · 3,800 words total.
2026
- Why I Stopped Writing Tests First
Tests assert call-site values. User journeys are sequences. The gap is why test-first produces a specification with holes, and the six-stage pipeline that closes it.
- The 4,800 Fake Tests Weekend
The 20-minute QA audit that killed a passing test suite.