In five days I turn "it usually works" into a measured, defended system. I build a golden dataset from your real cases and failure modes, wire an eval harness (promptfoo / DeepEval) into your CI so every change is scored, produce a failure taxonomy and a numeric baseline, and hand you a prioritized roadmap of fixes at the right layer — tool, gate, or prompt.