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Databricks releases, every cloud

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18 releases of 1340

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  1. Metastore-level ABAC policies are in Beta

    Applies across every catalog in the metastore. Replaces per-catalog policy setup.

    #Security#Unity Catalog
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  2. ABAC DENY policies are in Beta

    Explicitly deny MANAGE ACCESS CONTROL privilege, taking precedence over grants.

    #Security#Unity Catalog
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  3. Private network gateway is in Beta

    Connects serverless compute to VNet and on-premises systems through a managed gateway. Enabled from account console Previews page.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  4. Genie Code for AI Runtime (Public Preview)

    Generates distributed training code and resolves environment issues. Requires AI Runtime.

    #Genie Code#Machine Learning
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  5. Private network gateway is in Private Preview

    Connects serverless compute to VPC and on-premises systems through a managed gateway, reusing existing network connectivity configuration.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  6. The INSERT, UPDATE, and DELETE privileges are in Beta

    Require Databricks Runtime 18.1 or above, alternative to MODIFY privilege.

    #Security#Unity Catalog
    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. Web terminal on serverless GPU compute (AI Runtime) is in Public Preview

    Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above.

    #Compute#Machine Learning
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  9. Role-based access control (RBAC) is in Public Preview

    Lets users assume a role with limited permissions. Requires account and workspace admin setup.

    #Security#Unity Catalog
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  10. Custom URLs for your Azure Databricks account (Public Preview)

    Replaces default Azure Databricks URL with a custom domain.

    #Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  11. Protobuf tensor input for custom model serving endpoints (Public Preview)

    Replaces JSON with serialized KServe v2 ModelInferRequest. Requires endpoints deployed after July 9, 2026.

    #Machine Learning#Model Serving
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  12. Block specific internet destinations in network policies (Public Preview)

    Blocks destinations regardless of network access mode, enforced through REST API.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  13. Intra-VNet NSG rule hardening for Azure Databricks is now in Public Preview

    Restricts workspace traffic to host and worker subnet CIDRs. Applies to classic compute plane workspaces.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  14. AI Runtime is now in Public Preview

    Adds GPU support to serverless compute for deep learning workloads.

    #Machine Learning
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  15. Inbound Private Link for performance-intensive services (Public Preview)

    Enables private connectivity for Zerobus Ingest and Lakebase Autoscaling.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  16. Context based ingress control is now in Public Preview

    Enables account admins to set allow and deny rules based on identity, request type, and network source.

    #Security
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  17. Automatic email notifications for expiring personal access tokens (Public Preview)

    Sends emails 7 days before token expiration.

    #Security
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  18. TISAX compliance controls (Public Preview)

    Enhances workspace compliance based on ISO/IEC 27001 and VDA ISA requirements.

    #Compliance#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  19. C5 and K-FSI compliance standards (Public Preview)

    Adds German and Korean financial regulations compliance. Requires public preview setup.

    #Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
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