Eval-driven development

A development methodology where a suite of task evals is written first and the agent, prompt, or model is iterated against measurable before/after scores rather than subjective claims.

grounded in: Trend theme 'Production agent migration metrics: Concrete before/after benchmarks on latency and cost are what people trust over claims', reinforced by doctrine's VERIFY layer ('never ship what the ga

Connected concepts

Evals & benchmarks, Cost-aware agent eval, Verification loops, Verify, Model migration