RAGAS

LLM Evaluation in Production: RAGAS, DeepEval, Braintrust, and How to Know When Your AI Is Actually Getting Better

A practitioner's guide to LLM evaluation in production. Covers RAGAS for RAG pipelines, DeepEval for CI integration, Braintrust for production monitoring, and how to build an eval pipeline that catches regressions before your users do.