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How to Evaluate AI Agents for Production: Moving Beyond LLM-as-a-Judge

This is Part 1 of a 5-part series on evaluating and hardening production AI agents. See also: Part 2: Deterministic State Evaluations , Part 3: Statistical Rigor in AI Evals , Part 4: Curating Golden Trajectories , and Part 5: Building an Agent CI/CD Pipeline . Most AI agent demos look magical unti…

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  1. 2026-10-30 04:11 · DEV Community — Machine Learning
    How to Evaluate AI Agents for Production: Moving Beyond LLM-as-a-Judge

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