Databricks releases, every cloud
- Horizontal scaling for Databricks Apps is now generally available
It allows running an app across multiple instances behind one URL.
- 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.
- Build governed data and AI apps without code (Beta)
Genie App Builder scales to zero when idle and enforces governance inside an App Space.
- Anthropic Claude Opus 5.5 is now available on Unity Gateway
It is accessible via Foundation Model APIs and requires compliance with applicable terms.
- Centrally configure coding agents
Settings apply at agent launch or through mobile device management.
- Connect coding agents to Unity Gateway with the ug CLI
The ug CLI handles authentication and configuration for connecting coding agents. It adds approved MCP servers and skills.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- 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.
- Unified tracing now includes coding agent activity
It adds coding-agent activity through the Unity Gateway CLI.
- 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.
- Databricks Apps is now on by default for workspaces with the compliance security profile enabled
Requires compliance security profile.
- Databricks Apps telemetry is now generally available
Collects traces, logs, and metrics to Unity Catalog tables using OpenTelemetry.
- 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
It supports create, read, update, list, and delete across Databricks tools. Requires Terraform 1.132.0 or later and other updated SDKs.
- Webhook-triggered deployments for Databricks Apps will soon be generally available Coming soon
Automatically deploys apps when changes are pushed to connected GitHub or Azure DevOps repositories. Requires a connected repository.
- DeepSeek V4.1 Flash is now available on Unity Gateway
Supports text and image inputs, accessible via Foundation Model APIs.
- Horizontal scaling for Databricks Apps will soon be available for workspaces with the compliance security profile enabled Coming soon
Automatically enabled in October 2026 for compliance workspaces, allowing multiple instances behind a single URL.
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- 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.
- 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.
- Monitor all AI activity with the unified trace table (Beta)
Captures requests and responses in OpenTelemetry format.
- User authorization for Databricks Apps will soon be available for workspaces with the compliance security profile enabled Coming soon
Enables apps to act with user identity, enforcing existing permissions. Automatically enabled in late September 2026.
- 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.
- 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
It shifts routine work to lower-cost models and works with Claude Code and Codex through the Unity Gateway CLI or Omnigent.
- 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.
- DeepSeek V4 Flash (0731) is now available on Unity Gateway
Access through the same governed API as other models, with centralized permissions and controls.
- 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.
- Unity Gateway is now generally available
Controls AI service access and traffic, part of Unity Catalog, with some features still in Beta.
- Use Unity Gateway with your own Claude enterprise subscription
Routes Claude code through Unity Gateway using existing subscriptions. No credentials are stored.
- Connect and govern any external model provider
Unity Gateway connects external models with full governance and observability. It requires registration as a Unity Catalog securable.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Reorganized Spark Declarative Pipelines on Lakeflow documentation
Conceptual topics are now under Concepts.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks Apps horizontal scaling (Beta)
Runs across multiple instances behind a single URL, supports zero-downtime deployments.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - App telemetry for Databricks Apps is now in Public Preview
Collects traces, logs, and metrics via OpenTelemetry protocol to Unity Catalog tables.
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, and every item links to the note it came from. The one-line summaries are ours.