AI Functions usage is now included in Unity Gateway budgets
Beginning November 1, 2026, Unity Gateway budgets include spend from task-specific AI Functions such as ai_parse_document , ai_extract , and ai_classify across batch and real-time execution paths. See Manage budgets for Unity Gateway .
Also shipped Nov 1, 2026Databricks in November 2026 →
Kubernetes connector reaches end of life - 02-Nov-202
Snyk announced end-of-life support for the Kubernetes connector (kubernetes-scanner) for Insights, with data ingestion stopping on November 2, 2026.
Atlas Agent Engine in public preview
Atlas Agent Engine is now available in public preview. It provides a secure way to run AI agents at scale.
Qwen Code Release v0.26.5
Qwen Code v0.26.5 adds bounded SQL history queries for H2 and MySQL, enables Generated UI by default, and introduces Web Shell keyboard shortcuts and background agent tracking.
Qwen Code Desktop v0.26.5
Qwen Code Desktop v0.26.5 introduces bounded SQL history queries, enables Generated UI by default, and shows running background agent counts in the status bar.
CrewAI 1.15.34
This update adds a standalone LiteLLM catalog, improves crewai run input handling, and introduces new deployment options. It also includes several bug fixes for tool call telemetry and API key validation.
More from Agent Bricks and Mosaic AIEvery Agent Bricks and Mosaic AI release →
Managed warehouse for MLflow (Beta)
Managed warehouse for MLflow is available in Beta, enabling users to view Unity Catalog traces in the MLflow UI without manually choosing a SQL warehouse.
Claude Code auto mode for Anthropic and non-Anthropic models
Claude Code auto mode is now available for both Anthropic and non-Anthropic models hosted on Databricks, reducing permission prompts for tool calls.
View personal and shared spend limits with the ug CLI
The ug CLI updated `ug usage` to display up to five active spend limits ordered by highest percentage used.
OpenAI GPT-6.1 Terra is now available on Unity Gateway
Databricks now supports the OpenAI GPT-6.1 Terra model via Foundation Model APIs on Unity Gateway.
Default OAuth apps for external AI agents are now generally available
Databricks now provides default OAuth client IDs for external AI agents like ChatGPT, Claude, and Cursor to connect to Databricks MCP servers. This removes the need for account admins to manually create OAuth apps.
AI Functions Unity Catalog permissions is now generally available
Unity Catalog permissions for AI Functions are now generally available. Metastore admins can now control access to specific AI functions within the system.ai schema.
Check budget usage with the Spend Status API
The new Spend Status API allows users to monitor usage against Unity Gateway budget limits. Developers can retrieve the status for individual budgets or list statuses across multiple budgets.
Use Claude desktop and ChatGPT desktop work agents with Unity Gateway
You can now use ug to configure the Claude desktop and ChatGPT desktop work agents with governed models, MCP servers, and skills. Subscription relay is available only in Claude desktop. Learn more .