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MLflow 3.9.0 Highlights: AI Assistant, Dashboards, and Judge Optimization

calendar_today January 30, 2026 person domain mlflow

MLflow 3.9.0 is a major release focused on AI Observability and Evaluation capabilities, bringing powerful new features for building, monitoring, and optimizing AI agents. This release introduces an AI-powered assistant, comprehensive dashboards for agent performance, a new judge optimization algorithm, judge builder UI, continuous monitoring with LLM judges, and distributed tracing.

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