Unity AI Gateway reached general availability and added support for MCP credentials and asset bundles.
In September 2026, Unity AI Gateway reached general availability under the simplified name Unity Gateway [11]. Databricks paired this milestone with infrastructure tooling updates, adding AI Gateway resource definitions to Databricks Asset Bundles in CLI v1.17.0 [13]. The Terraform provider resolved grant assignment failures for Gateway securables by automatically stripping API path prefixes [7]. MLflow 3.16.0 integrated Gateway budget policies directly into tracking workflows, allowing teams to enforce per-user spending limits [22].
SDK releases focused on Model Context Protocol (MCP) integrations and agent tooling. Across SDK versions v0.140.0, v0.156.0, and v0.182.0, Databricks introduced credential management APIs for MCP services, including user-mapped credentials [8, 10, 12]. Later in the month, Python SDK v0.142.0 introduced programmatic operations to manage skills directly through the AI Gateway workspace client, allowing developers to create, update, and finalize skills [3].
Practitioners evaluated Gateway routing and cost monitoring, examining how centralizing model calls into system tables helped audit spend [5, 18] and cut coding task costs via smart routing [17]. Developers also investigated whether Gateway guardrails could protect existing LangGraph agents on Databricks Serving Endpoints [24, 25]. At the same time, new workspace deployments encountered quota friction on Azure Databricks, where default account rate limits of zero prevented calls to external partner models like Claude and Grok [1].
Everything cited
- [1]Azure Databricks, two-week-old account: partner pay-per-token endpoints (Claude, Grok) have never once succeeded — "Databricks-set rate limit of 0" — and the Assistant has "no daily token allowance". Open models work. What gates this? community · 2026-09-30
- [2]Balancing Model Agility and Centralized Governance with Mosaic AI Gateway community · 2026-09-27
- [3]v0.142.0 release · 2026-09-25
- [4]AI is apparently getting a new name: SI (Super Intelligence) community · 2026-09-23
- [5]3. What is Databricks Unity AI Gateway and how it works video · 2026-09-23
- [6]Databricks 5 Minute Features: Unity AI Gateway community · 2026-09-22
- [7]v1.133.0 release · 2026-09-21
- [8]v0.182.0 release · 2026-09-21
- [9]What is release status Databricks Micro Apps? community · 2026-09-19
- [10]v0.140.0 release · 2026-09-19
- [11]Unity AI Gateway is renamed to Unity Gateway and is now GA community · 2026-09-18
- [12]v0.156.0 release · 2026-09-17
- [13]v1.17.0 release · 2026-09-16
- [14]AI Watermarking, Databricks AI Extract, Hugging Face, and Unity Catalog | AI Newsround - Summer 2026 video · 2026-09-16
- [15]How to Govern Your AI Estate in One Place video · 2026-09-15
- [16]Could a “Data → Agent” composer be useful for Databricks? community · 2026-09-15
- [17]Smart Routing in Unity AI Gateway: 30%+ Cost Savings on Coding Tasks community · 2026-09-10
- [18]3. What is Unity AI Gateway | How to Control AI Spending video · 2026-09-07
- [19]What’s new in Databricks - August 2026 community · 2026-09-07
- [20]Evaluating Unity AI Gateway for Enterprise Cost Control community · 2026-09-05
- [21]Fixing SSL: CERTIFICATE_VERIFY_FAILED when trying to use ucode community · 2026-09-04
- [22]MLflow 3.16.0 release · 2026-09-04
- [23]Govern Models and Model Services Using ABAC Grant Policies video · 2026-09-03
- [24]How to enable guardrails to an existing LangGraph agent deployed on a Databricks Serving Endpoint? community · 2026-09-03
- [25]Can Unity AI Gateway Model Service guardrails protect an existing LangGraph agent deployed as a Data community · 2026-09-03
- [26]External price control community · 2026-09-02
- [27]Skills in Unity Catalog community · 2026-09-01