MLflow

An open-source AI engineering platform that supports the full lifecycle of AI model and agent development, including experiment tracking, LLM/agent observability, systematic evaluation, prompt versioning and optimization, an AI Gateway for multi-provider routing and cost control, and production agent deployment — enabling teams to build, iterate, and ship high-quality AI applications at scale.