Databricks releases, every cloud
- The Genie One MCP server is now generally available
It exposes Genie as a conversational tool over MCP. The previous Beta endpoint is deprecated and will be sunset on October 31, 2026.
- OpenAI GPT-6 Luna is now available on Unity Gateway
It is accessible via Foundation Model APIs on a pay-per-token basis. Customers must ensure compliance with applicable terms.
- OpenAI GPT-6 Sol is now available on Unity Gateway
It is accessed using Foundation Model APIs on a pay-per-token basis. Customers must ensure compliance with applicable terms.
- Shopify connector (Beta)
It ingests e-commerce data from Shopify into Databricks. Authentication uses Shopify OAuth client credentials grant.
- Back model provider service credentials with a Unity Catalog secret
The service reads the secret at query time, allowing secret rotation without service change.
- Configure provider discounts for external model spend
It applies to external models accessed through model provider services, not Databricks-hosted partner models. Price multipliers reflect negotiated rates.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- Unity Gateway support for compliance security profile standards
Enabled by default for workspaces with compliance security profile. Supports all Databricks compliance standards.
- Unity Gateway API and developer tools are generally available
Requires Terraform 1.132.0, Databricks CLI v1.17.0, or later SDK versions.
- JAR tasks on serverless compute will soon be available for workspaces with the compliance security profile enabled Coming soon
Replaces cluster provisioning, available in Lakeflow Jobs.
- 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.
- Session restore for serverless jobs is in Public Preview
Restores Python variables and Spark session into a new notebook for debugging or exploration, requires eligible serverless compute job runs.
- Standard performance mode is now available for one-time runs in the Jobs API
Sets performance_target to STANDARD. Supports Apache Airflow's DatabricksSubmitRunOperator.
- Maintenance windows for continuous pipelines
Sets daily 1-hour window for platform updates. Configured via Jobs UI, Pipelines UI, or Jobs REST API.
- Managed tables in Lakeflow pipelines (Beta)
Creates tables that Lakeflow manages, replacing manual table creation, and supports migrating existing Structured Streaming workloads.
- Anaplan connector (Beta)
Ingests Anaplan audit trail events and user account records into Databricks.
- Anysphere Organization connector (Beta)
Ingests organization members and groups into Databricks via Anysphere Admin API. Requires API key authentication.
- Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
- Celigo connector (Beta)
Ingests Celigo audit log events into Databricks using an API token.
- Databricks SQL version 2026.36 is rolling out in Current
It includes features from version 2026.32.
- Incremental ingestion for Salesforce formula fields in Lakeflow Connect will soon be generally available Coming soon
Replaces full snapshot default, improving performance and reducing cost.
- 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.
- Zerobus Ingest into default storage is now in Public Preview
Supports tables backed by default storage, requires Lakeflow Connect setup.
- OpenAI GPT-6 Astra is now available on Unity Gateway
Available for enterprise workloads via pay-per-token Foundation Model APIs.
- Environment version 6 is now available
Supports serverless and standard classic compute.
- Apache Arrow support for Zerobus Ingest is now generally available
Replaces JSON and Avro formats, requires Lakeflow Connect.
- Databricks SQL version 2026.36 is now available in Preview
It includes features from version 2026.32.
- Pipeline events system table is in Beta
Records Lakeflow pipeline event logs, capturing lifecycle transitions and errors, for querying and building alerts.
- 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.
- Atlassian Audit Logs connector (Beta)
Ingests Atlassian organization audit log events using an API key.
- Genie Code is now available as a Lakeflow Jobs task (Beta)
Runs prompts autonomously, reading upstream outputs and calling tools as needed, returning a conversation link.
- xAI Grok 4.6 is now available on Unity Gateway
Access through governed API, switch models without changing code.
- Zerobus Ingest into streaming tables is now generally available
Works like writing to a managed Delta table with same limits and quotas.
- 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.
- Anysphere Audit Logs connector (Beta)
Uses Anysphere Admin API to ingest audit-log events, requires Cursor Admin API key.
- Databricks SQL version 2026.32 is rolling out in Current
It is available in the Current channel and includes new features.
- Unity Gateway now supports Provisioned Throughput
Adds access controls and usage tracking to Provisioned Throughput models.
- Verkada connector (Beta)
Ingests Verkada organization audit logs and access users using a Verkada API key.
- Default Python package repositories are GA for Lakeflow pipelines and classic compute
Supports private or authenticated registries as workspace defaults. Applies to UI and API created classic compute.
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