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Summary

MLflow 3.12.0 adds multimodal tracing with artifact attachments supporting rich rendering, extends coding agent tracing to Codex/Gemini/Qwen platforms, and introduces gateway guardrails for input/output safety. Trace table pagination improves performance, third-party scorer registration enables custom evaluations, and new provider support expands AI Gateway integration options.

Summary generated by brickster.ai. For the full changelog and any code/binary attachments, follow the GitHub link above.

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