
Development & Tech
Can your evaluator tell when AI-optimized code is actually good enough?
Before launching an automated search, define the baseline, score, hard constraints, stopping rule, and human who owns the release decision.
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Before launching an automated search, define the baseline, score, hard constraints, stopping rule, and human who owns the release decision.

Use a constrained AI patch as a price check, then assess generation, review, and six-month ownership separately before choosing ship, revise, or stop.