Databricks releases, every cloud
- Unity Gateway support for compliance security profile standards
Enabled by default for workspaces with compliance security profile. Supports all Databricks compliance standards.
- Data Classification now scans Unity Catalog views (Beta)
Scans Unity Catalog views in addition to tables, using the same detection engine, and is currently in Beta.
- The counter_diff SQL window function is now available
Calculates differences between consecutive cumulative counter values, available in Databricks Runtime 19 and above.
- Window measures on a numeric index column in metric views
Supports unitless offset and ranges on consecutive integer columns, useful for non-calendar periods like fiscal weeks.
- DeepSeek V4.1 Flash is now available on Unity Gateway
Supports text and image inputs, accessible via Foundation Model APIs.
- External secrets in Unity Catalog (Beta)
Connects Unity Catalog schema to AWS Secrets Manager, appearing as read-only objects.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- See which chunks support each ai_search answer (Beta)
Added generate_citations option to show supporting chunks.
- time_bucket SQL function aligns timestamps to fixed-width time buckets
Replaces date_trunc for non-calendar units, requires origin and width parameters.
- OpenAI GPT-6 Astra is now available on Unity Gateway
Available for enterprise workloads via pay-per-token Foundation Model APIs.
- Monitor and cap external provider costs
Tracks and caps spend on Amazon Bedrock and Azure AI Foundry models. Requires enabling External Model Spend in Budgets on the account console.
- Unity Catalog Skills (Beta)
Publishes and governs agent skills, controlling access with Unity Catalog permissions.
- xAI Grok 4.6 is now available on Unity Gateway
Access through governed API, switch models without changing code.
- Zhipu AI GLM 5.3 Flash is now available on Unity Gateway
Access through the same governed API, with centralized permissions and no code changes required.
- Unity Gateway now supports Provisioned Throughput
Adds access controls and usage tracking to Provisioned Throughput models.
- Context attributes in ABAC column mask and row filter policies (Beta)
Targets request context, such as OAuth client ID and on-behalf-of status, in Unity Catalog policies.
- Monitor all AI activity with the unified trace table (Beta)
Captures requests and responses in OpenTelemetry format.
- Identity attributes in ABAC column mask policies (Beta)
Targets users by attributes like department or country, using has_identity_attribute_value and has_identity_attribute_tag_match functions.
- DeepSeek V4 Pro (0813) is now available on Unity Gateway
Access through the same governed API as other models, with centralized permissions and controls. Switch models without changing application code.
- Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
- Block or redact sensitive data in requests and responses
Detects SSNs, credit cards, and phone numbers using regex and checksums. Requires Enhanced Unity Gateway preview.
- Google Gemini 3.7 Flash is now available on Unity Gateway
Access through the same governed API as other models, with no application code changes required.
- Smart Routing: Cut AI costs by routing each task to the right model
Works with Claude Code and Codex via Unity Gateway CLI or Omnigent. Cuts task cost by over 30%.
- Tags page in Governance Hub (Beta)
Provides a centralized view of tag usage, summarizes governed tags, and offers recommendations for invalid values. Requires account admins to enable from Previews page.
- Define business concepts with Pages (Beta)
Gives business terms a single governed definition, part of Unity Catalog semantics.
- ABAC GRANT policies now cover Unity Gateway resource types (Beta)
Supports model services, model provider services, MCP services, and agent services, allowing tag-based access.
- REPLACE USING flows for standalone streaming tables (Beta)
Replaces rows matching specified key columns, requires SEQUENCE BY column.
- DeepSeek V4 Flash (0731) is now available on Unity Gateway
Access through the same governed API as other models, with centralized permissions and controls.
- READ METADATA privilege is GA
Provides read-only visibility into security-sensitive metadata, including privilege grants and ABAC policies.
- Change data feed on materialized views (Beta)
Requires Databricks Runtime 18 LTS or above. Enables replication to external destinations.
- Tag automations (Beta)
Assigns or removes governed tags on Unity Catalog tables or volumes based on defined conditions.
- Databricks-managed MCP connectors are now integrated with Unity Gateway (Beta)
Requires reauthentication to continue using with Genie One and Genie Code.
- 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.
- Unity Gateway API: Manage resources with SDKs, the CLI, and Terraform
Manages endpoints, model providers, and MCP servers. Requires SDKs 0.125.0 and later or CLI v1.11.0 and later.
- Automatic cost attribution for materialized views and streaming tables in Databricks SQL
Inherits custom tags from enclosing SQL warehouse environment for billing.
- Refresh materialized views and streaming tables without exempting the pipeline owner from ABAC policies
Pipeline owners are now subject to ABAC policies when refreshing views and tables. Policies are evaluated using the pipeline owner's identity.
- Secrets in Unity Catalog is GA
Stores secrets as securable objects with Unity Catalog privileges. Uses catalog.schema.secret namespace.
- Use Unity Gateway with your own Claude enterprise subscription
Routes Claude code through Unity Gateway using existing subscriptions. No credentials are stored.
- 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) - Automated setup for S3 external locations
Uses AWS IAM temporary delegation to configure external locations and provision required resources.
- Databricks-hosted sample datasets available in the samples catalog
Available in Unity Catalog-enabled workspaces through OpenSharing as samples.databricks.datasets.
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)
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.