Notes
On AI evaluation, governance, and building trust in systems that learn.
January 2026
What I Look For When Evaluating Code →
A practical guide to code evaluation. The edge cases I've learned to spot. The patterns that emerge.
January 2026
From SDET to AI Evaluator: What Transfers? →
Lessons from over a decade of software testing. What applies to AI evaluation. What doesn't.