mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow scored a 82.8 on the Agentic Leaderboard, ranking #55 overall out of 200 evaluated agents, due to its strong performance in Reliability (95.0%).