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53 releases of 1321

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  1. Base environments are now supported on classic compute (Beta)

    Manages Python dependencies using Databricks-provided or custom environments.

    #Compute#Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  2. Unity Gateway support for compliance security profile standards

    Enabled by default for workspaces with compliance security profile. Supports all Databricks compliance standards.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  3. Unity Gateway API and developer tools are generally available

    Requires Terraform 1.132.0, Databricks CLI v1.17.0, or later SDK versions.

    #Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  4. DeepSeek V4.1 Flash is now available on Unity Gateway

    Supports text and image inputs, accessible via Foundation Model APIs.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  5. Session restore for serverless jobs is in Public Preview

    Restores Python variables and Spark session into a new notebook for debugging or exploration, requires eligible serverless compute job runs.

    #Lakeflow#Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  6. OpenAI GPT-6 Astra is now available on Unity Gateway

    Available for enterprise workloads via pay-per-token Foundation Model APIs.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. Monitor and cap external provider costs

    Tracks and caps spend on Amazon Bedrock and Azure AI Foundry models. Requires enabling External Model Spend in Budgets on the account console.

    #Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  9. xAI Grok 4.6 is now available on Unity Gateway

    Access through governed API, switch models without changing code.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  10. Zhipu AI GLM 5.3 Flash is now available on Unity Gateway

    Access through the same governed API, with centralized permissions and no code changes required.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  11. Unity Gateway now supports Provisioned Throughput

    Adds access controls and usage tracking to Provisioned Throughput models.

    #Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  12. Monitor all AI activity with the unified trace table (Beta)

    Captures requests and responses in OpenTelemetry format.

    #AI Gateway#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  13. Manage project environments with %uv commands

    Requires environment version 5 or above. Supports serverless notebooks.

    #Compute#Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  14. Session restore for serverless jobs is now in Beta

    Restores Python variables and Spark session into a new notebook. Captures state snapshots on failure or long runs.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  15. DeepSeek V4 Pro (0813) is now available on Unity Gateway

    Access through the same governed API as other models, with centralized permissions and controls. Switch models without changing application code.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)
  16. Block or redact sensitive data in requests and responses

    Detects SSNs, credit cards, and phone numbers using regex and checksums. Requires Enhanced Unity Gateway preview.

    #Security#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  17. Google Gemini 3.7 Flash is now available on Unity Gateway

    Access through the same governed API as other models, with no application code changes required.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  18. Smart Routing: Cut AI costs by routing each task to the right model

    Works with Claude Code and Codex via Unity Gateway CLI or Omnigent. Cuts task cost by over 30%.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  19. Custom trace views in the MLflow trace explorer are in Beta

    Genie generates views based on plain language descriptions, surfacing relevant trace fields and metrics.

    #Gen AI#MLflow
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  20. Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
  21. ABAC GRANT policies now cover Unity Gateway resource types (Beta)

    Supports model services, model provider services, MCP services, and agent services, allowing tag-based access.

    #Security#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  22. DeepSeek V4 Flash (0731) is now available on Unity Gateway

    Access through the same governed API as other models, with centralized permissions and controls.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  23. Databricks-managed MCP connectors are now integrated with Unity Gateway (Beta)

    Requires reauthentication to continue using with Genie One and Genie Code.

    #AI Gateway#Genie#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  24. Moonshot AI Kimi K3 is now available on Unity Gateway

    Access through the same governed API as other models, with centralized permissions and controls. Supports native vision.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  25. Unity Gateway API: Manage resources with SDKs, the CLI, and Terraform

    Manages endpoints, model providers, and MCP servers. Requires SDKs 0.125.0 and later or CLI v1.11.0 and later.

    #Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  26. Search and replace text across files

    Works in Databricks Git folders or Declarative Automation Bundles projects from the Search pane.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  27. Unity Gateway is now generally available

    Controls AI service access and traffic, part of Unity Catalog, with some features still in Beta.

    #Databricks AI#Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  28. Organize your work with spaces

    Preserves open tabs for specific folders or projects.

    #Notebooks#Workspace
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  29. Use Unity Gateway with your own Claude enterprise subscription

    Routes Claude code through Unity Gateway using existing subscriptions. No credentials are stored.

    #Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  30. Git CLI commands in Git folders are now in Public Preview

    Enables standard Git commands like git stash and rebase in Databricks terminals. Requires workspace eligibility.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  31. Mention Genie Code in notebook comments

    Triggers AI help inline by typing @ and selecting Genie Code.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  32. Connect and govern any external model provider

    Registers as a Unity Catalog securable, allowing queries through Unity Gateway with governance and observability.

    #Unity Gateway
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  33. MLflow trace storage in Unity Catalog is now generally available

    Stores traces in OpenTelemetry format with unlimited storage and SQL query access.

    #MLflow#Unity Catalog
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  34. Customer-managed keys now support MLflow managed evaluation features

    Supports MLflow 3 scorers and requires non-CMK encrypted catalog.

    #MLflow#Security
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  35. Faster package installs with %uv pip in serverless notebooks

    Requires environment version 5 or above. Replaces %pip for faster installs.

    #Notebooks#Serverless
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs
  36. Native data profiling for notebook results tables

    View column statistics by selecting headers and clicking Open selection details. Available in notebooks and new SQL editor.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs
  37. MLflow trace storage in Unity Catalog is now in Public Preview

    Stores OpenTelemetry traces, governed by Unity Catalog permissions, queryable from Databricks SQL or MLflow Python SDK.

    #MLflow#Unity Catalog
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  38. Notebook tagging (Public Preview)

    Organizes notebooks for easier management, supports governed tags for trust levels or lifecycle status.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  39. Paste images into notebooks

    Copies images from local file system using ⌘ + V or Ctrl + V.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  40. View and restore your recent workspace tab sessions

    Restores up to 10 recent sessions.

    #Lakeflow#Notebooks#Workspace
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  41. Store and query MLflow traces in Unity Catalog (Beta)

    Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format.

    #Gen AI#MLflow
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  42. View latest scheduled notebook job results

    Shows latest scheduled run in notebooks and dashboards, can update notebook with latest results.

    #Notebooks
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)

Headlines, dates and product areas are Databricks' own, from the release notes published for each cloud, and every item links to the note it came from. The one-line summaries are ours. Not a Databricks product and not affiliated with Databricks, Inc.