Evaluating and Monitoring LLM Workflows in Production: What to Use and How

A practical guide to proving your LLM feature actually works — tracing, offline evals, and online monitoring — with an honest tour of the mid-2026 tooling landscape: Langfuse, Opik, Phoenix, DeepEval, Ragas, promptfoo, and where Trigger.dev fits.