v3.12.0rc0
📦 mlflowView on GitHub →
✨ 5 features🔧 1 symbols
Summary
MLflow 3.12.0rc0 introduces major enhancements for agent development, including automatic tracing plugins for various AI assistants, AI Gateway Guardrails, and support for multimodal trace attachments. A new `mlflow.diffusers` flavor is also available for diffusion models.
Migration Steps
- To try out this release candidate, run: `pip install mlflow==3.12.0rc0`
✨ New Features
- First-class tracing for Claude Code, Codex, Qwen Code, and Gemini CLI via standalone TypeScript-based plugins installable as CLI binaries.
- New OpenClaw Tracing Plugin (TypeScript-based) for automatic tracing of OpenClaw sessions.
- AI Gateway Guardrails introduced via the `Guardrail` base class and `JudgeGuardrail` implementation for pre-LLM and post-LLM safety checks.
- Support for Multimodal Trace Attachments (images, audio, files) viewable directly in the MLflow UI, including UI enhancements for media viewing.
- New `mlflow.diffusers` flavor for saving and serving LoRA adapters for image-generation pipelines.