Data and AI releases

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Unity Gateway API and developer tools are generally available

Generally availableVerified

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...

MCPDeveloper tools

Read on docs.databricks.com

Also shipped Sep 16, 2026Databricks in September 2026 →

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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 .

Beta
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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.

Pricing
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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 .

Update
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Connect coding agents to Unity Gateway with the ug CLI

Use the Unity Gateway CLI ( ug ) to connect Claude Code, Codex, Pi, and more to Unity Gateway with one command. ug handles authentication and configuration, adds approved MCP servers and skills, and shows spend in the terminal. See Get started with coding agents .

Update
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