Incorporating Evaluations and Refinement Loops for Non-Regressive Agentic Workflows
A code review workflow, the evaluations that grade it, and the refinement loop that keeps it from regressing, built and measured in four parts.
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Refinement loops
Turning evaluation results back into fixes, then checking each fix actually moved the scores.