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agentsMLflow Blog·March 18, 2026·MLflow maintainers

Your Agents Need an AI Platform

Summary

MLflow 2.12 ships with new features for building and managing AI agents, including enhanced logging for agent traces, evaluation tools, and versioning capabilities. Leverage MLflow as your unified platform for developing, deploying, and governing reliable AI agents in production.

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