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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.

Oct 30, 202677 min read

• Evaluations
• Refinement loops
• Agentic workflows
• Code review
• LLM judges
• Multi-agent teams
• Context
• Benchmarks
• Model comparisons
• Reasoning effort
• Cost
• Statistics
• Reproducibility
• CI