DeepSeek V4.1 Flash is now available on Unity Gateway
DeepSeek V4.1 Flash is now available on Unity Gateway with text and image inputs. See supported regions . You can access this model using Foundation Model APIs . Customers are responsible for ensuring their compliance with applicable terms .
Also shipped Sep 11, 2026Databricks in September 2026 →
Automations in Snowflake CoWork (General availability)
Automations in Snowflake CoWork are now generally available. An automation turns a one-time report into a recurring one: Snowflake CoWork re-runs your question with fresh data on the schedule you choose and emails you the results, including a summary and key metrics, along with a link that opens the full report so you can ask follow-up questions.
Second generation Openflow deployments and runtimes now available on GCP
Second generation (gen 2) Openflow deployment and runtime SQL objects are now available on Google Cloud Platform (GCP), in addition to AWS and Azure. Previously, gen 2 deployment and runtime SQL objects were generally available only on AWS and Azure.
Add VS Code Agents to Copilot usage metrics
GitHub Copilot usage metrics reports now include generally available metrics for activity in the dedicated VS Code Agents window, helping you measure adoption and engagement across enterprises and organizations.
Preview a remixable project without signing in
Anyone who opens the link to a project with public remixing enabled can now see a preview of the latest version of the app before they remix it, even without a Lovable account. The page shows a Remix button, and remixing requires signing in. It shows the app only, with no project name, code, chat history, or files.
Preview or remix a template from its card
You can now preview or remix a template from its card. On lovable.dev/templates and on the dashboard's Lovable templates tab, each template card has a ⋯ menu with Preview and Remix . Preview opens the template app in a preview window, and Remix makes your own copy of the template.
Preview PDF attachments in chat
PDF files you attach in chat as context now open in a readable preview on desktop. On a phone or tablet, the preview shows Open PDF , which opens the file in your browser.
More from Agent Bricks and Mosaic AIEvery Agent Bricks and Mosaic AI release →
Unity Gateway API and developer tools are generally available
The Unity Gateway API for managing model services, model provider services, and MCP services is now generally available, with create, read, update, list, and delete support across Databricks developer tools: Terraform provider : 1.132.0 and later Databricks CLI : v1.17.0 and later Python SDK : databricks-sdk 0.136.0 and later Go SDK : databricks-sdk-go...
Managed agent memory and sessions are in Beta
Managed agent memory and managed agent sessions are in Beta . Databricks now provides two fully managed, Lakebase -backed stores for agent state, both usable from agents built on any framework: Managed agent memory gives agents durable, long-term memory that persists across conversations, with semantic search. See Managed agent memory .
Unity Gateway support for compliance security profile standards
Unity Gateway now supports all compliance security profile standards supported by Databricks and is available by default for workspaces with the compliance security profile enabled. For a full list of supported compliance standards, see Compliance security profile .
OpenAI GPT-6 Astra is now available on Unity Gateway
OpenAI GPT-6 Astra is now available on Unity Gateway for enterprise reasoning, structured document processing, coding, agentic search, multimodal inputs, and long-context workloads. You can access this model using Foundation Model APIs pay-per-token . Customers are responsible for ensuring their compliance with applicable terms .
Configure provider discounts for external model spend
Unity Gateway estimates external model spend using each provider's published list prices. If your organization has negotiated different pricing with a provider, you can now configure a price multiplier on the model provider service so that spend estimates reflect those rates.
Google Gemini 3.8 Flash now available as a Databricks-hosted model
Model Serving now supports Google Gemini 3.8 Flash as a Databricks-hosted model. You can access this model using Foundation Model APIs . Customers are responsible for ensuring their compliance with applicable terms .
Back model provider service credentials with a Unity Catalog secret
Back a model provider service's API key with a customer-owned Unity Catalog secret. The service reads it at query time, so rotating the secret takes effect with no service change. See Back a provider credential with a Unity Catalog secret .
Anthropic Claude Fable 5.1 now available as a Databricks-hosted model
Unity Gateway now supports Anthropic Claude Fable 5.1 as a Databricks-hosted model. You can access this model using Foundation Model APIs . Customers are responsible for ensuring their compliance with applicable terms .