MLflow 3.17.0
Update3 days agoUnverifiedAdded Oct 10, 2026
MLflow 3.17.0 includes several major features and improvements. Major New Features Jev Decisions Across Evaluation, Gateway, and Tracing: Use TypeSafe models in built-in scorers and custom judges with typed Boolean or categorical feedback.
Topics: AI agents, SQL, Security, Observability, Coding agents
More MLflow releases
Every MLflow releaseMLflow 2.11.5
2.11.5 (2026-09-23) MLflow 2.11.5 is a patch release. Features: [Model Registry / Models] Add opt-in support for routing Unity Catalog model registry artifact uploads and downloads through the Databricks SDK Files API ( #25986 , @tonycai96 )
MLflow 3.16.1
MLflow 3.16.1 is a patch release that includes bug fixes and documentation updates. Breaking changes: [Docs / Tracking] Remove the default basic-auth admin password shipped in basic_auth.ini ( GHSA-gq3w-7jj3-x7gr ) ( #25751 , @tanghaoji ) Features: [Evaluation] Add a timeout option to the @scorer decorator ( #25720 , @smoorjani ) [Evaluation] Propagate...
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.
MLflow 3.15.2
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...
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...
MLflow 3.15.0
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 .
Also shipped on Oct 7, 2026
Databricks in October 2026The microVM sandbox type is now Generally Available (GA) with GKE Sandbox in clusters that run version...
The microVM sandbox type is now Generally Available (GA) with GKE Sandbox in clusters that run version 1.37.0-gke.4713000 and later. MicroVM sandboxes provide hardware virtualization and isolation for untrusted workloads, AI agent runtimes, and multi-tenant environments.
SSH for Cloud Run services and instances is in Preview
SSH for Cloud Run services and instances is in Preview . Use this feature to establish a secure, interactive shell connection to your running instances.
Set credit usage limits and alerts for your workspace
Workspace admins and owners on paid plans can now set usage limits and alerts that keep shared credits under control. Set a credit threshold for the whole workspace, a project, a member, or, on Business and Enterprise plans, a group or an access token, and choose what happens when usage reaches it: an email or in-app alert, or a block that stops building or...
Faster inline text edits
Simple text changes you make with Edit text inline in the preview toolbar now apply in a few seconds. Text that your app builds from data or translates still takes a little longer.
Gemini 3.7 Flash is deprecated for your app's AI features
Google is retiring Gemini 3.7 Flash ( google/gemini-3.7-flash ), so it is now marked deprecated for your app's AI features and stops working on January 28, 2027. Apps that use it keep working until then, and Lovable no longer picks it for new AI features.
The Cost Analysis tab of the Billing page now includes Serverless Inference Live Usage, which lists the...
The Cost Analysis tab of the Billing page now includes Serverless Inference Live Usage, which lists the estimated cost and token counts of your Serverless Inference requests by model and model access key, for both teams and organizations. …