MLflow: An Open-Source AI Engineering Platform from Experiment Tracking to LLM Observability
MLflow brings LLM／agent tracing, evaluation, prompt registry, AI Gateway, and the traditional ML lifecycle together in one open-source platform. This article verifies its capabilities against official sources and shows how to get started with a minimal example.