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MLflow AI v3.16.0

MLflow 3.16.0

MLflow 3.16.0 includes several major features and improvements Major New Features 🎨 Custom Trace Views: Design your own trace UI in plain English — describe the view you want and the MLflow Assistant builds it for you, laying out exactly the fields you care about with no config files or custom code. Save, name, and reuse views per experiment so your whole team shares the same lens on your traces.…

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MLflow AI v3.15.2

v3.15.2

MLflow 3.15.2 is a patch release that includes several major features and improvements. Features: [Evaluation] Support immutable evaluation dataset versions (#24845, @danielseong1) [Evaluation] Add scorer_ensemble primitive for combining scorer results (#24749, @alkispoly-db) Bug fixes: [Evaluation] Preserve base judge invocation flow in MemAlign aligned judges (#24883, @veronicalyu320) [Tracking]…

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MLflow AI v3.15.1

MLflow 3.15.1

MLflow 3.15.1 is a patch release that includes bug fixes and documentation updates. Bug fixes: [Model Registry] Skip env_pack on ARM client images (#24762, @qyc) [Scoring / Tracking] Harden version parsing against missing/non-PEP440 versions on Databricks Serverless (#24799, @PattaraS) Documentation updates: [Docs] Clarify scorer versioning documentation (#24769, @nihalmenon)

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MLflow AI v3.15.0

v3.15.0

MLflow 3.15.0 includes several major features and improvements Major New Features 🧩 MCP Registry: A centralized catalog for registering, versioning, and sharing Model Context Protocol servers — with semantic-versioned configs, promotable aliases, tags, auto-discovered tools, and ready-made connection instructions for Claude Code and .mcp.json. Manage it from the UI, REST API, or Python! 🤖 MLflow A…

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MLflow AI v3.14.0

v3.14.0

MLflow 3.14.0 includes several major features and improvements Major New Features 🚀 One-command agent onboarding with mlflow agent setup: Install MLflow, set up tracing, and hand your favorite coding agent (Claude Code, OpenAI Codex, or OpenCode) the MLflow skills to instrument your app, all from a single command. ⚡ Durable, low-latency tracing for Claude Code: Roll out Claude Code tracing across…

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MLflow AI v0.3.0-rc

ts/v0.3.0-rc.0

[Claude Code] Support UC trace location via MLFLOW_TRACE_LOCATION (…

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MLflow AI v3.13.0

v3.13.0

MLflow 3.13.0 includes several major features and improvements Major New Features 🔐 Role-Based Access Control & Admin UI: A full RBAC system with reusable roles and workspace-scoped grants, plus a new web Admin UI for managing users, roles, and permissions on self-hosted MLflow. 🗄️ Trace Retention & Auto Archival: Automatically move aged trace span data out of your SQL backend into object storage…

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MLflow AI v3.13.0rc0

v3.13.0rc0

We're excited to announce MLflow 3.13.0rc0, which deepens agent observability, tightens permissions, and broadens deployment options: Major New Features: RBAC + Admin UI: Major overhaul of MLflow's Role-Based Access Control — legacy per-resource permission tables collapsed into role_permissions, unified per-user permission APIs under /mlflow/users/permissions/*, workspace USE permission lets users…

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MLflow AI v3.12.0

v3.12.0

MLflow 3.12.0 includes several major features and improvements Major New Features 🖼️ Multimodal Tracing: Users can now store multimodal content in tracing spans as artifact attachments instead of inline binary data. We've also patched the UI to support the new mlflow-attachment:// style URI, with rich rendering available for PDFs, audio, and images. 🤖 Codex, Gemini, Qwen coding agent tracing suppo…

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MLflow AI v3.12.0rc0

v3.12.0rc0

We're excited to announce MLflow 3.12.0rc0, which brings powerful new capabilities for agent developers: Major New Features: Automatic Tracing for more AI Coding Assistants: First-class tracing for Claude Code, Codex, Qwen Code, and Gemini CLI, now distributed as standalone TypeScript-based plugins installable as CLI binaries. Drop one into your CLI of choice and capture every prompt, tool call, a…