LLM-as-a-Judge in Production: How to Calibrate Automated Evaluation Without Treating the Model as an Oracle
A systematic guide to deploying LLM-as-a-Judge for evaluating LLM applications in production, covering dataset construction, rubric design, bias calibration, metric monitoring, and human-in-the-loop review.