Databricks releases, every cloud
- AI Gateway now governs MCP servers (Beta)
Enforces access control and monitors usage across MCP interactions, replacing prior governance methods.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Connect Lovable apps to Azure Databricks
Uses REST API and OAuth authentication. Requires machine-to-machine authentication setup.
- Connect Lovable apps to Databricks
Uses REST API and OAuth machine-to-machine authentication.
- C5, TISAX, and K-FSI compliance controls are now generally available
Available on Azure, providing enhancements for workspace compliance requirements.
- Upcoming breaking change: default behavior when deleting a Unity Catalog pipeline Coming soon
Deletes now retain associated tables by default, set cascade=true to remove them.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - ai_prep_search (Beta)
Transforms ai_parse_document output into search-ready chunks for vector search and RAG pipelines.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- Scoped personal access tokens are now generally available
Restrict tokens to specific API operations with specified permissions. Coming soon to compliance security profile workspaces.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Customer-managed keys for Unity Catalog are generally available
Encrypts data in Unity Catalog catalogs using cloud KMS keys. Requires default storage.
- Agent Bricks Knowledge Assistant and Supervisor Agent are now available in additional regions
Available in ap-south-1 region, requires cross-geo processing.
- Agent Bricks Knowledge Assistant and Supervisor Agent are now available on GCP
Available in 6 GCP regions, requiring cross-geo processing in europe-west3 and asia-southeast1.
- Databricks Documentation site table of contents tabs
Replaces static sidebar with tabbed navigation, includes 6 context tabs.
- Databricks Connector for Google Sheets updates
Longer query execution timeout and UI improvements added.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - New SQL editor default enablement and legacy SQL editor retirement Coming soon
New SQL editor becomes default in May, legacy editor retires in July.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Agent Bricks now covers all Databricks AI capabilities
Covers declarative agents and all other Databricks AI capabilities.
- ai_classify and ai_extract now support v2 signatures (Public Preview)
Supports improved quality and performance with native composability with ai_parse_document.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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 SQL version 2026.10 is now available in Preview
Fixes observation metric errors, optimizes Unity Catalog writes, and uses session timezone for timestamp partitions.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Supervisor Agent is now available by default for Enhanced Security and Compliance customers
Requires compliance security profile and specific controls like HIPAA or PCI-DSS.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
- Supervisor Agent supports long-running tasks
Supports tasks that exceed 2-minute timeout, using task continuation.
- Databricks JDBC driver 2.8.0 is available
Replaces Log4j with SLF4J 2.0.13, enables telemetry by default.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - OpenAI GPT-5.4 mini and GPT-5.4 nano now available as Databricks-hosted models
Access via Foundation Model APIs pay-per-token, requires compliance with OpenAI's Acceptable Use Policy.
- Search in metric views fix
Now returns correct results across paginated results and supports filtering by display name.
- 5X-Large SQL warehouse size (Beta)
Available in all supported regions, controlled from Previews page.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Empty vector search endpoints no longer incur charges
Charges stop 24 hours after last index is deleted.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Inbound Private Link for performance-intensive services (Public Preview)
Enables private connectivity for Zerobus Ingest and Lakebase Autoscaling.
- Google Gemini 3.1 Flash Lite now available as a Databricks-hosted model
Access via Foundation Model APIs or AI Functions, supporting pay-per-token and batch inference workloads.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Serverless compute now available for IRAP and Canada Protected B workloads on Azure Databricks
Requires environment version 5 to be enabled.
- OpenAI GPT-5.4 now available as a Databricks-hosted model
Accessible via Foundation Model APIs on a pay-per-token basis, requires compliance with OpenAI's Acceptable Use Policy.
- Knowledge Assistant is now available by default for Enhanced Security and Compliance customers
Requires compliance security profile and HIPAA controls.
- Supervisor Agent is now available in additional regions
Now available in 9 more regions, see list of supported regions for details.
- Connect to Azure Databricks from Microsoft Excel (Public Preview)
Imports data from tables or Metric Views, executes SQL queries in Excel.
- Connect to Databricks from Microsoft Excel (Public Preview)
Imports data from tables or Metric Views, executes SQL queries in Excel.
- Customer-managed keys for Unity Catalog
Uses own encryption keys for Unity Catalog data. Replaces automatic encryption.
- Customer-managed keys for Unity Catalog (Beta)
Uses own encryption keys for Unity Catalog catalogs. Replaces automatic encryption.
- Customer-managed keys for Unity Catalog (Public Preview)
Protects data with user-owned encryption keys, replacing automatic encryption.
- Managed OAuth flows for external MCP servers
Eliminates need to register own OAuth app, supports Glean, GitHub, Google Drive, and SharePoint APIs.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Schedule data refreshes in Google Sheets (Public Preview)
Refreshes occur hourly, daily, or weekly.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Update workspace network configuration to VNet injection is now GA
Migrates from Databricks-managed VNet to customer-owned VNet.
- HITRUST compliance controls (Public Preview)
Manages risk and demonstrates security and privacy compliance. Requires enabling in settings.
- ISMAP compliance support
Supports Japanese government cloud certification, requires configuration changes.
Headlines, dates and product areas are Databricks' own, and every item links to the note it came from. The one-line summaries are ours.