July 19, 2026 8 min read
My Agent Kept 'Improving' My Prompts. The Eval Harness Said Otherwise.
Agentic development without evals is approving diffs on vibes. How a small Swift eval harness caught real prompt regressions, killed a temperature theory, and told me when to stop iterating.