LLM-as-a-Judge: How to Build an Automated Evaluation Pipeline You Can Trust

LLM-as-a-Judge uses one language model to evaluate another, enabling scalable, criteria-based scoring of LLM outputs. This guide explains the method, its common biases, and walks through a complete LangChain and Claude example for production-ready monitoring.