Skip to content

Databricks releases, every cloud

All GAPreviewBehavior changeDeprecationUpdate

24 releases of 1321

Last updated

  1. 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)
  2. 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)
  3. 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)
  4. Serverless outbound Private Service Connect to customer-managed resources (Public Preview)

    Keeps traffic off the public internet, adding network-layer defense against data exfiltration through customer-managed Google Cloud service attachment.

    #Networking#Security
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(unknown)
  5. Thinking Machine Labs Inkling now available as a Databricks-hosted model in Public Preview

    Supports text and image inputs with a 1 million token context window. Access via Foundation Model APIs.

    #Databricks AI
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(not on this cloud)
  6. Restrict access to AI Functions with Unity Catalog permissions (Public Preview)

    Requires account team enablement, restricts access to task-specific AI Functions.

    #Databricks AI#Unity Catalog
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. 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)
  9. Managed agent memory is in Beta

    Stores memory in Unity Catalog memory stores, accessed through REST API.

    #Databricks AI
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  10. Omnigent coding agent meta-harness is now in Beta

    Wraps coding agents like Claude Code and Codex with a common platform. Swap runtimes with one line of configuration.

    #Databricks AI
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  11. 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)
  12. Alibaba Cloud Qwen3.5 122B A10B now available as a Databricks-hosted model in Public Preview

    Accessible via Foundation Model APIs, available in Public Preview.

    #Databricks AI#Model Serving
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  13. 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)
  14. ai_classify and ai_extract now support v2 signatures (Public Preview)

    Supports improved quality and performance with native composability with ai_parse_document.

    #Databricks AI
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  15. Classification and Information Extraction are in Public Preview

    Built on v2 signatures of ai_classify and ai_extract, they provide visual UIs for document analysis.

    #Databricks AI
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  16. 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)
  17. Serverless outbound IPs available through public JSON endpoint (Public Preview)

    Replaces existing stable IPs, requires Public Preview enrollment.

    #Networking#Security
    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)
  18. Qwen3-Embedding-0.6B now available in Public Preview as a Databricks-hosted model

    Accessible via Foundation Model APIs on a pay-per-token basis.

    #Databricks AI
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  19. Managed MCP servers is now Public Preview

    Allows AI agents to connect to Databricks resources and external APIs.

    #Databricks AI
    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. Alibaba Cloud Qwen3-Next Instruct now available in Beta

    Supports 80B A3B Instruct in us-west-2 and ap-northeast-1 regions via pay-per-token APIs.

    #Databricks AI#Model Serving
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown)
  22. Configure Azure virtual network service policies for storage access (Public Preview)

    Filters outbound traffic from classic compute to specific Azure Storage accounts. Requires Azure virtual network service endpoint policies.

    #Networking
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  23. AI agents: Authorize on-behalf-of-user Public Preview

    Lets agents act as the Databricks user who runs the query for added security.

    #Databricks AI
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  24. External MCP servers are in Beta

    Enables agent access to external tools, requires connecting to Model Context Protocol servers.

    #Databricks AI
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  25. Updates for customer-managed VPC workspaces (Public Preview)

    Adds Private Service Connect conversion and network config changes.

    #Networking
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(unknown)
  26. Updating workspace virtual network configurations is now in Public Preview

    Allows migration to custom VNet or changes to existing VNet injection setups.

    #Networking
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(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.