Databricks releases, every cloud
- ai_search function (Beta)
Retrieves info from AI Search indexes, generating optimized queries and returning relevant documents.
- Change data feed on materialized views (Beta)
Requires Databricks Runtime 18 LTS or above. Enables replication to external destinations.
- JAR tasks on serverless compute are now generally available
Requires matching Scala, Java Development Kit, and Databricks Connect versions.
- 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.
- Zerobus Ingest is now enabled by default for workspaces with the compliance security profile
Replaces manual connector setup for compliant workspaces.
- Lakebase is enabled by default in compliance security profile workspaces
Replaces manual Lakebase enablement in HIPAA, C5, or TISAX workspaces.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- REPLACE USING flows for pipelines (Beta)
Replaces rows matching specified key columns, doesn't require change data capture feed or primary key.
- Google Drive connector (GA)
Supports fully managed and custom ingestion pipelines with Spark and SQL APIs.
- NetSuite connector (GA)
Ingests ERP and financial data from Oracle NetSuite into Databricks.
- PagerDuty connector (Beta)
Ingests incident, on-call, service, and audit data from PagerDuty into Databricks.
- SharePoint connector (GA)
Includes managed and standard connectors for ingestion pipelines.
- Unity Gateway is now generally available
Controls AI service access and traffic, part of Unity Catalog, with some features still in Beta.
- Automatic cost attribution for materialized views and streaming tables in Databricks SQL
Inherits custom tags from enclosing SQL warehouse environment for billing.
- OpenAI connector (Beta)
Uses OpenAI Organization Admin API to ingest admin data, authenticates with OpenAI Admin API key.
- Genie Code is now available on HIPAA compliance security profile workspaces with partner-powered AI features disabled
Genie Code uses Databricks-hosted models, with partner-powered AI features disabled.
- Upcoming general availability of Unity Gateway Coming soon
Extends Unity Catalog governance to runtime interactions, controls AI service usage, and monitors traffic. Available by default for workspaces with compliance security profile in mid-September.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Unit testing for pipelines (Beta)
Validates Python and SQL transformations against mock data. Requires Lakeflow Pipelines Editor.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Anthropic Claude Opus 5 now available as a Databricks-hosted model
Access via Foundation Model APIs, pay-per-token.
- Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
- Diagnose and fix Lakebase issues with Genie, using telemetry in Unity Catalog (Beta)
Uses Unity Catalog database telemetry and conversation with Genie for troubleshooting.
- C++ SDK for the Zerobus Ingest connector is now available in Beta
Supports JSON and Protocol Buffers for ingesting into Unity Catalog Delta tables.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Override the REPLACE WHERE predicate for a single refresh
Adds a WHERE clause to the REFRESH STREAMING TABLE command. Applies to standalone streaming tables with FLOW REPLACE WHERE clause.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Priority pay-per-token for Foundation Model APIs
Priority mode is for latency-sensitive applications, requiring partner or open source models.
- Google Gemini 3.5 Flash Lite now available as a Databricks-hosted model
Accessible via Foundation Model APIs, requires compliance with applicable terms.
- Google Gemini 3.6 Flash now available as a Databricks-hosted model
Accessible via Foundation Model APIs, requires compliance with applicable terms.
- Meta Llama 4 Maverick is retired
Replaced by OpenAI GPT OSS 120B, no longer on Google Cloud.
- Reddit Ads connector is now available in Beta
Ingests advertising campaign data and performance metrics from Reddit Ads into Databricks.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Warehouse-level statement timeouts (Beta)
Set via statement_timeout field in Create or Update warehouse APIs.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Anthropic managed ingestion connector (Beta)
Ingests Compliance API data, including audit activity and Claude chats, into Databricks.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Google Gemini 3 Pro is retired
Replaced by Gemini 3.1 Pro.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - MLflow trace storage in Unity Catalog will soon be available by default for workspaces with the compliance security profile enabled Coming soon
Stores MLflow traces in Unity Catalog tables with unlimited storage and OTel format. Requires compliance security profile.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - ai_extract and ai_classify are now available by default for workspaces with the compliance security profile enabled
Replaces manual text extraction and classification workflows, requires compliance security profile.
- Lakebase now provides a service level agreement (SLA)
Commits to monthly uptime percentage for zone-redundant and single-compute endpoints.
- 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.
- Lakebase is now SOC 2 Type 2 compliant
SOC 2 Type 2 compliance covers security and availability controls. Reports are available through account teams.
- Query-based connectors in Lakeflow Connect will soon be available by default for workspaces with the compliance security profile enabled Coming soon
Replaces CDC configuration, supports Oracle, Teradata, and others.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Azure Databricks-provided MCP Services will GA soon Coming soon
Enables read and write operations by default for tools like Slack and GitHub, and can be disabled in Unity Gateway.
- Databricks-provided MCP Services will GA soon Coming soon
Enables read and write operations for Slack, GitHub, and others by default, can be disabled in Unity Gateway.
- Lakebase update notifications now post 3 days in advance
Replaces 7-day notice, check project settings for upcoming updates.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Change to default pipeline editor for workspaces with the compliance security profile enabled Coming soon
Replaces legacy editor, removing it in August.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks SQL alerts are now available by default for workspaces with the compliance security profile enabled
Supports all compliance security profile standards, monitors data and KPIs via scheduled queries.
Headlines, dates and product areas are Databricks' own, and every item links to the note it came from. The one-line summaries are ours.