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Databricks releases, every cloud

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45 releases of 1321

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  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. Inbound Private Service Connect for performance-intensive services (Beta)

    Enables private connectivity to services like Zerobus Ingest and Lakebase Autoscaling on Google Cloud.

    #Networking#Security
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(unknown)
  4. Cross-workspace access for serverless (Beta)

    Controls serverless network traffic between workspaces with ingress and egress rules.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  5. Custom URL access to workspaces over inbound Private Link (Beta)

    Uses general_access private endpoint, serves workspaces and account-level resources across regions.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  6. 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)
  7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
  8. 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)
  9. Create a least-privilege Databricks workspace

    Grants Databricks a narrow set of custom IAM roles instead of broad permissions on Google Cloud.

    #Security#Workspace
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(not on this cloud)
  10. Networking charges for performance-intensive products

    Charges apply to cross-region and public-internet egress for Lakebase, OpenSharing SecureConnect, Zerobus, and Files API.

    #Billing#Networking
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP, read it on their docs
  11. Context-based ingress control for workspaces public access is now generally available

    Uses allow and deny rules to control access based on identities, network sources, and request types.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs
  12. Allowlist partner platform IPs in context-based ingress control (Beta)

    Supports Power BI, Tableau Cloud, and dbt platform, with automatic IP list updates.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud)
  13. Serverless compute is now available in the Azure UK West region

    Supports notebooks, jobs, pipelines, and SQL warehouses, with private connectivity.

    #Compute#Networking
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP, read it on their docs
  14. 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)
  15. 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)
  16. Private Link for account-level resources (Beta)

    Connects account console through VPC interface endpoint instead of public internet. Requires configuration.

    #Networking#Security
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  17. Inbound Private Link for performance-intensive services is now generally available

    Supports Lakebase Autoscaling and Zerobus Ingest.

    #Networking#Security
    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP, read it on their docs
  18. 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)
  19. Serve custom LLMs with Custom Model Serving (Beta)

    Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.

    #Machine Learning#Model Serving
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  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 Qwen3.5 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)
  22. Azure UK South now has a dedicated regional control plane

    New workspaces require firewall allowlist entries for SCC relay tunnel and other IPs. Existing workspaces use UK West control plane unless migrated.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP, read it on their docs
  23. Connect Azure Databricks to on-premises resources using an SSH reverse tunnel

    Replaces inbound firewall access, works with classic and serverless compute.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  24. Connect Databricks to on-premises resources using an SSH reverse tunnel

    Uses proxy VMs in AWS, replacing inbound firewall access.

    #Networking#Security
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(not on this cloud)
  25. 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)
  26. Endpoint telemetry for custom model serving endpoints (Beta)

    Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry.

    #Machine Learning#Model Serving
    AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  27. Update workspace network configuration to VNet injection is now GA

    Migrates from Databricks-managed VNet to customer-owned VNet.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud)
  28. 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)
  29. Azure virtual network service endpoint policies are now generally available

    Apply to classic compute for outbound storage access filtering. Requires configuration.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  30. Inbound Private Link for performance-intensive services (Beta)

    Enables private connectivity to Zerobus Ingest and Lakebase Autoscaling.

    #Networking#Security
    AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown)
  31. Serverless egress control is now generally available

    Manages outbound connections with restricted access and FQDN filtering.

    #Networking#Security
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(unknown)
  32. 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)
  33. Serverless workspaces are now generally available

    Come pre-configured with serverless compute and default storage.

    #Serverless#Workspace
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  34. Front-end PrivateLink for performance-intensive services (Beta)

    Supports private connectivity to Zerobus Ingest and Lakebase Autoscaling.

    #Networking#Security
    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)
  35. Function calling and structured output now available using the Alibaba Cloud Qwen3-Next Instruct model (Beta)

    Supports Qwen3-Next 80B A3B Instruct model.

    #Databricks AI#Model Serving
    AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(unknown)
  36. GCP Private Service Connect generally available

    No account team request needed to enable.

    #Networking#Security
    AWS(not on this cloud)Azure(not on this cloud)GCP, read it on their docsSAP(unknown)
  37. OpenAI GPT 5 models are now generally available in Mosaic AI Model Serving

    Includes GPT-5 mini and nano models.

    #Databricks AI#Model Serving
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  38. 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)
  39. Improved autoscaling behavior for Mosaic AI Model Serving

    Ignores brief traffic surges, scaling on sustained load increases. Reduces unnecessary concurrency scaling.

    #Databricks AI#Model Serving
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown)
  40. Mosaic AI Model Serving now supports OpenAI GPT 5 models (preview)

    Supports GPT-5, GPT-5 mini, and GPT-5 nano models for batch inference with AI Functions.

    #Databricks AI#Model Serving
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown)
  41. 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)
  42. Anthropic Claude Opus 4.1 now available as a Databricks-hosted foundation model

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

    #Model Serving
    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.