What Is MLflow? Tracing AI Agents & LLM Workflows

MLflow helps trace, evaluate, and monitor multi-agent systems, addressing the unique failure modes of AI agents that traditional monitoring cannot detect. Legare Kerrison explains how MLflow utilizes observability and OpenTelemetry for this purpose. The discussion covers how tracing, LLM judges, and evaluation workflows are crucial for enhancing AI reliability, particularly in the context of AI agents and LLM workflows.