Stay up to date with the latest MLflow updates, new features, and improvements. Here's what changed in 2026.
2026 updates highlighted on the site include the April 22, 2026 guide on structuring AI evaluation and observability from development to production, the April 21, 2026 launch of AI Gateway Guardrails for enforcing content policies at the gateway, and the April 9, 2026 release of automatic issue detection that uses AI
powered analysis to flag problems in agent traces across correctness, latency, execution, adherence, relevance, and safety dimensions.
MLflow is actively developing new features. Check back regularly or follow their official channels for the latest updates.
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Changelog last updated March 2026