--- title: "Governing Coding Agent Sprawl with Unity AI Gateway" source_name: "Databricks" original_url: "https://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway" canonical_url: "https://www.traeai.com/articles/da13716c-4432-4000-b4d3-d218ac3062dc" content_type: "article" language: "英文" score: 5.5 tags: ["AI Agent","Databricks","Unity Catalog","AI Governance","GenAI"] published_at: "2026-04-17T15:00:36+00:00" created_at: "2026-04-17T19:16:49.099535+00:00" --- # Governing Coding Agent Sprawl with Unity AI Gateway Canonical URL: https://www.traeai.com/articles/da13716c-4432-4000-b4d3-d218ac3062dc Original source: https://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway ## Summary Databricks 推出 Unity AI Gateway 以治理编码智能体泛滥问题，强调安全与管控。 ## Key Takeaways - 编码智能体激增带来安全与治理挑战 - Unity AI Gateway 提供统一管控入口 - 聚焦企业级 AI 应用的安全合规 ## Content Title: Governing Coding Agent Sprawl with Unity AI Gateway URL Source: http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway Published Time: Fri, 04/17/2026 - 15:00 Markdown Content: # Governing Coding Agent Sprawl with Unity AI Gateway | Databricks Blog [Skip to main content](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#main) [![Image 3](blob:http://localhost/c3d26385bd032c882a09c45135533626)](http://www.databricks.com/) [![Image 4](blob:http://localhost/c3d26385bd032c882a09c45135533626)](http://www.databricks.com/) * Why Databricks * * Discover * [For App Developers](http://www.databricks.com/developers) * [For Executives](http://www.databricks.com/why-databricks/executives) * [For Startups](http://www.databricks.com/product/startups) * [Lakehouse Architecture](http://www.databricks.com/product/data-lakehouse) * [Databricks AI Research](http://www.databricks.com/research/databricks-ai-research) * Customers * [Customer Stories](http://www.databricks.com/customers) * Partners * [Partner Overview Explore the Databricks partner ecosystem](http://www.databricks.com/partners) * [Partner Program Explore benefits, tiers and how to become a partner](http://www.databricks.com/partners/partner-program) * [Find a Partner Discover Databricks partners for your needs](http://www.databricks.com/partners/partner-directory) * [Partner Spotlight Featured partner announcements](http://www.databricks.com/partners/partner-spotlight) * [Cloud Providers Databricks on AWS, Azure and GCP](http://www.databricks.com/partners/cloud-partners) * [Partner Solutions Find custom industry and migration solutions](http://www.databricks.com/partners/consulting-and-si/partner-solutions) * Product * * Databricks Platform * [Platform Overview A unified platform for data, analytics and AI](http://www.databricks.com/product/data-intelligence-platform) * [Sharing An open, secure, zero-copy sharing for all data](http://www.databricks.com/product/delta-sharing) * [Governance Unified governance for all data, analytics and AI assets](http://www.databricks.com/product/unity-catalog) * [Artificial Intelligence Build and deploy ML and GenAI applications](http://www.databricks.com/product/artificial-intelligence) * [Business Intelligence Intelligent analytics for real-world data](https://www.databricks.com/product/business-intelligence) * [Database Postgres for data apps and AI agents](http://www.databricks.com/product/lakebase) * [Data Management Data reliability, security and performance](http://www.databricks.com/product/delta-lake-on-databricks) * [Data Warehousing Serverless data warehouse for SQL analytics](http://www.databricks.com/product/databricks-sql) * [Data Engineering ETL and orchestration for batch and streaming data](http://www.databricks.com/product/data-engineering) * [Data Science Collaborative data science at scale](http://www.databricks.com/product/data-science) * [Application Development Quickly build secure data and AI apps](http://www.databricks.com/product/databricks-apps) * [Security Open agentic SIEM built for the AI era](http://www.databricks.com/product/lakewatch) * Integrations and Data * [Marketplace Open marketplace for data, analytics and AI](http://www.databricks.com/product/marketplace) * [IDE Integrations Build on the Lakehouse in your favorite IDE](http://www.databricks.com/product/data-science/ide-integrations) * [Partner Connect Discover and integrate with the Databricks ecosystem](http://www.databricks.com/partnerconnect) * Pricing * [Databricks Pricing Explore product pricing, DBUs and more](http://www.databricks.com/product/pricing) * [Cost Calculator Estimate your compute costs on any cloud](http://www.databricks.com/product/pricing/product-pricing/instance-types) * Open Source * [Open Source Technologies Learn more about the innovations behind the platform](http://www.databricks.com/product/open-source) * Solutions * * Databricks for Industries * [Communications](http://www.databricks.com/solutions/industries/communications) * [Financial Services](http://www.databricks.com/solutions/industries/financial-services) * [Healthcare & Life Sciences](http://www.databricks.com/solutions/industries/healthcare-and-life-sciences) * [Manufacturing](http://www.databricks.com/solutions/industries/manufacturing-industry-solutions) * [Media and Entertainment](http://www.databricks.com/solutions/industries/media-and-entertainment) * [Public Sector](http://www.databricks.com/solutions/industries/public-sector) * [Retail](http://www.databricks.com/solutions/industries/retail-industry-solutions) * [See All Industries](http://www.databricks.com/solutions) * Cross Industry Solutions * [AI Agents](http://www.databricks.com/solutions/ai-agents) * [Cybersecurity](http://www.databricks.com/solutions/industries/cybersecurity) * [Marketing](http://www.databricks.com/solutions/industries/marketing) * Migration & Deployment * [Data Migration](http://www.databricks.com/solutions/migration) * [Professional Services](http://www.databricks.com/professional-services) * Solution Accelerators * [Explore Accelerators Move faster toward outcomes that matter](http://www.databricks.com/solutions/accelerators) * Resources * * Learning * [Training Discover curriculum tailored to your needs](https://www.databricks.com/learn/training/home) * [Databricks Academy Sign in to the Databricks learning platform](https://www.databricks.com/learn/training/login) * [Certification Gain recognition and differentiation](https://www.databricks.com/learn/training/certification) * [Free Edition Learn professional Data and AI tools for free](http://www.databricks.com/learn/free-edition) * [University Alliance Want to teach Databricks? See how.](http://www.databricks.com/university) * Events * [Data + AI Summit](https://www.databricks.com/dataaisummit) * [Data + AI World Tour](http://www.databricks.com/dataaisummit/worldtour) * [AI Days](https://www.databricks.com/ai-days) * [Event Calendar](http://www.databricks.com/events) * Blog and Podcasts * [Databricks Blog Explore news, product announcements, and more](http://www.databricks.com/blog) * [Databricks AI R&D Blog Explore our AI research and engineering work](http://www.databricks.com/blog/category/ai) * [Data Brew Podcast Let’s talk data!](http://www.databricks.com/discover/data-brew) * [Champions of Data + AI Podcast Insights from data leaders powering innovation](http://www.databricks.com/discover/champions-of-data-and-ai) * Get Help * [Customer Support](https://www.databricks.com/support) * [Documentation](https://www.databricks.com/databricks-documentation) * [Community](https://community.databricks.com/s/) * Dive Deep * [Resource Center](http://www.databricks.com/resources) * [Demo Center](http://www.databricks.com/resources/demos) * [Architecture Center](http://www.databricks.com/resources/architectures) * About * * Company * [Who We Are](http://www.databricks.com/company/about-us) * [Our Team](http://www.databricks.com/company/leadership-team) * [Databricks Ventures](http://www.databricks.com/databricks-ventures) * [Contact Us](http://www.databricks.com/company/contact) * Careers * [Working at Databricks](http://www.databricks.com/company/careers) * [Open Jobs](http://www.databricks.com/company/careers/open-positions) * Press * [Awards and Recognition](http://www.databricks.com/company/awards-and-recognition) * [Newsroom](http://www.databricks.com/company/newsroom) * Security and Trust * [Security and Trust](http://www.databricks.com/trust) * DATA + AI SUMMIT [![Image 5: Data+ai summit promo](https://www.databricks.com/sites/default/files/2026-03/dais26-nav-promo-240x96-2x.svg) JUNE 15–18|SAN FRANCISCO Last chance to save 50% — ends April 30. Register](http://www.databricks.com/dataaisummit?itm_source=www&itm_category=home&itm_page=home&itm_location=navigation&itm_component=navigation&itm_offer=dataaisummit) * [Login](https://login.databricks.com/?dbx_source=www&itm=main-cta-login&l=en-EN) * [Contact Us](http://www.databricks.com/company/contact) * [Try Databricks](https://www.databricks.com/signup?dbx_source=www&itm_data=dbx-web-nav&l=en-EN&itm_source=www&itm_category=blog&itm_page=governing-coding-agent-sprawl-unity-ai-gateway&itm_location=nav&itm_component=menu-area&itm_offer=signup) 1. [Blog](http://www.databricks.com/blog) 2. / [AI](http://www.databricks.com/blog/category/ai) 3. / Article * * * Contents in this story Security and Compliance for Coding Agent, MCP and LLM Interactions * [Security and Compliance for Coding Agent, MCP and LLM Interactions](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#section-1) * [Simplify cost management and billing](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#section-2) * [Unified Observability for AI Coding Tools](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#section-3) * [Get Started](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#section-4) # Governing Coding Agent Sprawl with Unity AI Gateway ## Securely deploy, manage, and scale AI coding tools across your organization with centralized governance, observability, and cost controls ![Image 6: Governing Coding Agent Sprawl with Unity AI Gateway](https://www.databricks.com/sites/default/files/2026-04/governing-coding-agent-sprawl-databricks-ai-gateway-blog-imgs-og.png?v=1776450054) Published: April 17, 2026 [AI](http://www.databricks.com/blog/category/ai)5 min read by [Aarushi Shah](http://www.databricks.com/blog/author/aarushi-shah), [Ankit Mathur](http://www.databricks.com/blog/author/ankit-mathur), [Bilal](http://www.databricks.com/blog/author/bilal), [Kevin Stumpf](http://www.databricks.com/blog/author/kevin-stumpf), [Rohit Agrawal](http://www.databricks.com/blog/author/rohit-agrawal), [Harish Gaur](http://www.databricks.com/blog/author/harish-gaur) and [Ana Nieto](http://www.databricks.com/blog/author/ana-nieto) Share this post * [](https://www.linkedin.com/shareArticle?mini=true&url=https://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway&summary=&source=) * [](https://twitter.com/intent/tweet?text=https://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway) * [](https://www.facebook.com/sharer/sharer.php?u=https://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway) Keep up with us Subscribe #### Summary * Securely govern coding agents with centralized audit and MCP controls * Unify costs across tools with single budgets and transparent billing * Get full visibility into adoption, usage, and effectiveness with built-in observability Software development has entered a new era. The best engineering teams are now shifting development from human-driven to agent-driven. All organizations should be aggressively looking to deploy these new 10x engineers as broadly as possible but they are concerned about governing and monitoring adoption. For coding against to be successful, they need access to sensitive company data such as engineering tickets, design documents, and customer issues, and organizations fear the security risks and runaway costs of ungoverned and unmonitored adoption. Today, we’re introducing the Coding Agent Support in Unity AI Gateway. Our goal is to deliver coding tool freedom for developers and unified governance for admins. **AI Coding Agent Sprawl** Opus 4.6, Composer 2, GPT-5.4, Kimi-2.5, Gemini 3 Pro -- new models are released every week that reshape the frontier of cost and quality. Coding tools themselves are also constantly evolving, and software developers want choice, For example, within Databricks, our software developers flexibly mix usage between Cursor, Codex, Claude Code, and others -- often using multiple tools at the same time! Adopting multiple coding tools is a business necessity, which then introduces key challenges for administrators trying to move fast to support developer productivity with multiple tools. ![Image 8: Coding agent sprawl slows AI deployment](https://www.databricks.com/sites/default/files/inline-images/governing-coding-agent-sprawl-databricks-ai-gateway-blog-imgs-1.png) Coding agent sprawl slows AI deployment in your org Security, data privacy, and cost reviews for new tools can slow teams down. In addition, these AI coding tools require much stronger due diligence for several reasons: * **Security Risk: MCPs can give agents access to sensitive data** MCP tools are most useful when they have access to critical data within your organization, so it’s easy to accidentally make them the most privileged developer in your organization. How do organizations audit and govern agent’s access to data? * **Cost Explosion: Agent costs are exploding** With AI usage growing, agent costs are becoming a top R&D cost driver. Access to AI and flexibility of tools needs to be balanced with reasonable cost guardrails. How can admins ensure effective cost controls across multiple tools? * **Visibility Gap: Executives lack visibility into tool adoption** With the expanding capabilities of these tools, organizations are racing to adopt AI. To scale AI across an organization, measurement is critical to identify the key blockers. How can executives easily see who is using AI if everyone’s using a different tool? So, how can organizations move fast to enable AI productivity while ensuring data privacy and cost visibility? **Introducing Coding Agent Support in Unity AI Gateway** To simplify this, we are introducing the coding agent support in Unity AI Gateway, a unified governance hub for popular coding tools like Codex, Cursor, and Gemini CLI**.**Our gateway unifies access controls, usage statistics, operational observability, cost management, guardrails, and inference capacity into a single platform, giving you centralized control over your AI agents. * **Pillar 1: Centralized Security and Audit**: All agent data access can be centrally governed with all audit logs in Unity Catalog with [MCP servers managed in Databricks](https://docs.databricks.com/aws/en/generative-ai/mcp/external-mcp) and [centralized tracing with MLflow](https://docs.databricks.com/aws/en/mlflow3/genai/tracing/integrations/claude-code). * **Pillar 2: Single Bill and Cost Limits**: Admins can set cost limits that apply across whichever tools developers want to use. With capacity from [Foundation Model API,](https://docs.databricks.com/aws/en/machine-learning/foundation-model-apis/) which offers first-party inference for all popular models, admins get one all-in bill from Databricks. * **Pillar 3: Full Observability in the Data Lakehouse:**Critical data like lines of code written per user, cost per month per user, and more are all automatically ingested into your Data Lakehouse, alongside the rest of your critical data. ## Security and Compliance for Coding Agent, MCP and LLM Interactions AI Gateway unifies security governance across coding agents, LLM interactions and [MCP integrations](https://docs.databricks.com/aws/en/generative-ai/mcp/). Your development workflows run on the same trusted platform as your analytics and AI, with centralized controls * **Data privacy**: We ensure your private data stays within the Databricks security perimeter. * **Audit-ready logging:** Automatically capture traces in Unity Catalog for compliance and security reviews. * **Single identity across all services**: Developers authenticate once with Databricks credentials for all tools—GitHub, Atlassian, and others—with no separate logins per service. This securely connects agents to critical data sources while enforcing consistent governance. By unifying all integrations, including coding agents and MCP tools, organizations can centralize logging, enforce policies, and monitor usage across the entire ecosystem, ensuring consistent security and compliance. ## Simplify cost management and billing Databricks’ Foundation Model API provides inference for OpenAI, Anthropic, and Gemini models, and the best open source coding models like Qwen in a single platform. The Gateway also lets you bring external capacity in, expanding governance to all your tokens, regardless of where they flow. This means your coding tools can connect to the same capacity as your other agents, and costs are centralized into a single bill and observability platform! Foundation Model API offers day one launches for every frontier LLM model, so developers can use the newest, best models that are coming out immediately. With our centralized Gateway, admins can stop switching tabs between admin consoles to control rate limits and budgets for every single coding tool. Instead, organizations can give developers a single budget across _all_ coding tools to burn down on _their_ agent of choice! REPORT ### The agentic AI playbook for the enterprise [Read now](http://www.databricks.com/resources/ebook/state-of-ai-agents?itm_source=www&itm_category=blog&itm_page=governing-coding-agent-sprawl-unity-ai-gateway&itm_location=blog-post-inline&itm_component=blog-inline&itm_offer=state-of-ai-agents) ![Image 9: psty](https://www.databricks.com/sites/default/files/2026-04/2026-01-eb-state-of-ai-agents-ps-tn-360x188-2x.png?v=1776285019) ## Unified Observability for AI Coding Tools By treating AI coding tool usage data as a first-class citizen in Unity Catalog alongside your enterprise datasets, you gain a unified, governed framework for deep operational intelligence. This ensures all coding activity is auditable, secure, and ready for automated workflows. With our OpenTelemetry ingestion, coding tool metrics and traces are automatically centralized to Unity Catalog-managed Delta tables. ![Image 11: AI Coding Tools](https://www.databricks.com/sites/default/files/inline-images/governing-coding-agent-sprawl-databricks-ai-gateway-blog-img-3.png) With all the data landing in the Lakehouse, enterprises are finding creative ways to combine usage data with their business’ ontology. * **Track adoption per org**: Join AI Gateway metrics with Workday to map GenAI adoption by department, region, or seniority, helping identify where to target enablement. * **Quantify Developer Velocity**: Measure the tangible impact of AI assistance on output. Example: "A 20% increase in token usage per developer drove a 15% reduction in pull request cycle time, directly linking AI tool usage to increased developer velocity." * **Proactive Capacity Planning**: Monitor users hitting rate limits to data-justify securing additional capacity or dedicated throughput before productivity is throttled. **What Our Customers Are Saying** > We have been working to get visibility into our coding tool usage across teams. We need a centralized way to monitor spending, manage token budgets, and catch anomalies before they become costly problems. We look forward to leveraging AI Gateway’s monitoring capabilities to give us the control and transparency we need to scale AI responsibly. — George Torres, Senior Director of AI Engineering, First American > As we broaden adoption of AI coding tools to support hundreds of developers across regions, we are counting on AI Gateway to provide native support for experimental features and advanced tooling including web search and large-context models. We need a unified platform that seamlessly enables beta capabilities and provides real-time usage dashboards, so we can scale AI development with confidence while maintaining rigorous governance and compliance across our healthcare analytics organization. — Iyibo Jack , Chief Product Officer, Milliman MedInsight ## Get Started Starting today, the AI Gateway for coding tools is available for all Databricks customers. **Cursor**, **Gemini CLI** and **Codex CLI** support are ready for immediate use. Check out the [documentation](https://docs.databricks.com/aws/en/ai-gateway/coding-agent-integration-beta) to get started. Keep up with us Subscribe Contents in this story Security and Compliance for Coding Agent, MCP and LLM Interactions * [Security and Compliance for Coding Agent, MCP and LLM Interactions](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#section-1) * [Simplify cost management and billing](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#section-2) * [Unified Observability for AI Coding Tools](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#section-3) * [Get Started](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#section-4) Recommended for you ![Image 12: Build with GPT-5 on Databricks with AI Gateway](https://www.databricks.com/sites/default/files/2025-08/build-gpt-5-databricks-ai-gateway-img-og.png?v=1754587092) Platform August 7, 2025/3 min read #### [Build with GPT-5 on Databricks with AI Gateway](http://www.databricks.com/blog/build-gpt-5-databricks-ai-gateway) ![Image 14: Announcing Advanced Security and Governance in Mosaic AI Gateway](https://www.databricks.com/sites/default/files/2025-01/new-updates-mosaic-ai-gateway-bring-security-and-governance-genai-models.png?v=1736948810) AI September 9, 2024/5 min read #### [Announcing Advanced Security and Governance in Agent Bricks AI Gateway](http://www.databricks.com/blog/new-updates-mosaic-ai-gateway-bring-security-and-governance-genai-models) ![Image 16: Securing the Future: How AI Gateways Protect AI Agent Systems in the Era of Generative AI](https://www.databricks.com/sites/default/files/2025-02/driving-future-electric-transportation.png?v=1739183173) Security and Trust November 14, 2024/4 min read #### [Securing the Future: How AI Gateways Protect AI Agent Systems in the Era of Generative AI](http://www.databricks.com/blog/ai-gateways-secure-ai-agent-systems) Share this post * [](https://www.linkedin.com/shareArticle?mini=true&url=https://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway&summary=&source=) * [](https://twitter.com/intent/tweet?text=https://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway) * [](https://www.facebook.com/sharer/sharer.php?u=https://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway) ## Never miss a Databricks post Subscribe to our blog and get the latest posts delivered to your inbox ## Sign up * * Country* By clicking “Subscribe” I understand that I will receive Databricks communications, and I agree to Databricks processing my personal data in accordance with its [Privacy Policy](https://www.databricks.com/legal/privacynotice). Subscribe ## What's next? ### More from the Authors * [Llama 2 Foundation Models Available in Databricks Lakehouse AI](http://www.databricks.com/blog/llama-2-foundation-models-available-databricks-lakehouse-ai) * [Build GenAI Apps Faster with New Foundation Model Capabilities](http://www.databricks.com/blog/build-genai-apps-faster-new-foundation-model-capabilities) * [Introducing Mixtral 8x7B with Databricks Model Serving](http://www.databricks.com/blog/introducing-mixtral-8x7b-databricks-model-serving) ![Image 18: OfficeQA: A grounded reasoning benchmark for testing enterprise AI](https://www.databricks.com/sites/default/files/2025-12/2025-12-Blog-OfficeQA-Social-Card-01.png?v=1765232245) AI Research December 9, 2025/12 min read #### [Introducing OfficeQA: A Benchmark for End-to-End Grounded Reasoning](http://www.databricks.com/blog/introducing-officeqa-benchmark-end-to-end-grounded-reasoning) ![Image 20: Meet KARL: A Faster Agent for Enterprise Knowledge, powered by custom RL ](https://www.databricks.com/sites/default/files/2026-03/2026-03-Blog-KARL-SocialCard-01-1.png?v=1772670757) AI Research March 5, 2026/3 min read #### [Meet KARL: A Faster Agent for Enterprise Knowledge, powered by custom RL](http://www.databricks.com/blog/meet-karl-faster-agent-enterprise-knowledge-powered-custom-rl) [![Image 22: databricks logo](https://www.databricks.com/sites/default/files/2023-08/databricks-default.png?v=1712162038)](https://www.databricks.com/) Why Databricks Discover * [For App Developers](http://www.databricks.com/developers) * [For Executives](http://www.databricks.com/why-databricks/executives) * [For Startups](http://www.databricks.com/product/startups) * [Lakehouse Architecture](http://www.databricks.com/product/data-lakehouse) * [Databricks AI Research](http://www.databricks.com/research/databricks-ai-research) Customers * [Customer Stories](https://www.databricks.com/customers) Partners * [Partner Overview](http://www.databricks.com/partners) * [Partner Program](http://www.databricks.com/partners/partner-program) * [Find a Partner](http://www.databricks.com/partners/partner-directory) * [Partner Spotlight](http://www.databricks.com/partners/partner-spotlight) * [Cloud Providers](http://www.databricks.com/partners/cloud-partners) * [Partner Solutions](http://www.databricks.com/partners/consulting-and-si/partner-solutions) Why Databricks Discover * [For App Developers](http://www.databricks.com/developers) * [For Executives](http://www.databricks.com/why-databricks/executives) * [For Startups](http://www.databricks.com/product/startups) * [Lakehouse Architecture](http://www.databricks.com/product/data-lakehouse) * [Databricks AI Research](http://www.databricks.com/research/databricks-ai-research) Customers * [Customer Stories](https://www.databricks.com/customers) Partners * [Partner Overview](http://www.databricks.com/partners) * [Partner Program](http://www.databricks.com/partners/partner-program) * [Find a Partner](http://www.databricks.com/partners/partner-directory) * [Partner Spotlight](http://www.databricks.com/partners/partner-spotlight) * [Cloud Providers](http://www.databricks.com/partners/cloud-partners) * [Partner Solutions](http://www.databricks.com/partners/consulting-and-si/partner-solutions) Product Databricks Platform * [Platform Overview](http://www.databricks.com/product/data-intelligence-platform) * [Sharing](http://www.databricks.com/product/delta-sharing) * [Governance](http://www.databricks.com/product/unity-catalog) * [Artificial Intelligence](http://www.databricks.com/product/artificial-intelligence) * [Business Intelligence](http://www.databricks.com/product/business-intelligence) * [Database](http://www.databricks.com/product/lakebase) * [Data Management](http://www.databricks.com/product/delta-lake-on-databricks) * [Data Warehousing](http://www.databricks.com/product/databricks-sql) * [Data Engineering](http://www.databricks.com/product/data-engineering) * [Data Science](http://www.databricks.com/product/data-science) * [Application Development](http://www.databricks.com/product/databricks-apps) * [Security](http://www.databricks.com/product/lakewatch) Pricing * [Pricing Overview](http://www.databricks.com/product/pricing) * [Pricing Calculator](http://www.databricks.com/product/pricing/product-pricing/instance-types) [Open Source](http://www.databricks.com/product/open-source) Integrations and Data * [Marketplace](http://www.databricks.com/product/marketplace) * [IDE Integrations](http://www.databricks.com/product/data-science/ide-integrations) * [Partner Connect](http://www.databricks.com/partnerconnect) Product Databricks Platform * [Platform Overview](http://www.databricks.com/product/data-intelligence-platform) * [Sharing](http://www.databricks.com/product/delta-sharing) * [Governance](http://www.databricks.com/product/unity-catalog) * [Artificial Intelligence](http://www.databricks.com/product/artificial-intelligence) * [Business Intelligence](http://www.databricks.com/product/business-intelligence) * [Database](http://www.databricks.com/product/lakebase) * [Data Management](http://www.databricks.com/product/delta-lake-on-databricks) * [Data Warehousing](http://www.databricks.com/product/databricks-sql) * [Data Engineering](http://www.databricks.com/product/data-engineering) * [Data Science](http://www.databricks.com/product/data-science) * [Application Development](http://www.databricks.com/product/databricks-apps) * [Security](http://www.databricks.com/product/lakewatch) Pricing * [Pricing Overview](http://www.databricks.com/product/pricing) * [Pricing Calculator](http://www.databricks.com/product/pricing/product-pricing/instance-types) Open Source Integrations and Data * [Marketplace](http://www.databricks.com/product/marketplace) * [IDE Integrations](http://www.databricks.com/product/data-science/ide-integrations) * [Partner Connect](http://www.databricks.com/partnerconnect) Solutions Databricks For Industries * [Communications](http://www.databricks.com/solutions/industries/communications) * [Financial Services](http://www.databricks.com/solutions/industries/financial-services) * [Healthcare and Life Sciences](http://www.databricks.com/solutions/industries/healthcare-and-life-sciences) * [Manufacturing](http://www.databricks.com/solutions/industries/manufacturing-industry-solutions) * [Media and Entertainment](http://www.databricks.com/solutions/industries/media-and-entertainment) * [Public Sector](http://www.databricks.com/solutions/industries/public-sector) * [Retail](http://www.databricks.com/solutions/industries/retail-industry-solutions) * [View All](http://www.databricks.com/solutions) Cross Industry Solutions * [Cybersecurity](http://www.databricks.com/solutions/industries/cybersecurity) * [Marketing](http://www.databricks.com/solutions/industries/marketing) [Data Migration](http://www.databricks.com/solutions/migration) [Professional Services](http://www.databricks.com/professional-services) [Solution Accelerators](http://www.databricks.com/solutions/accelerators) Solutions Databricks For Industries * [Communications](http://www.databricks.com/solutions/industries/communications) * [Financial Services](http://www.databricks.com/solutions/industries/financial-services) * [Healthcare and Life Sciences](http://www.databricks.com/solutions/industries/healthcare-and-life-sciences) * [Manufacturing](http://www.databricks.com/solutions/industries/manufacturing-industry-solutions) * [Media and Entertainment](http://www.databricks.com/solutions/industries/media-and-entertainment) * [Public Sector](http://www.databricks.com/solutions/industries/public-sector) * [Retail](http://www.databricks.com/solutions/industries/retail-industry-solutions) * [View All](http://www.databricks.com/solutions) Cross Industry Solutions * [Cybersecurity](http://www.databricks.com/solutions/industries/cybersecurity) * [Marketing](http://www.databricks.com/solutions/industries/marketing) Data Migration Professional Services Solution Accelerators Resources [Documentation](https://www.databricks.com/databricks-documentation) [Customer Support](https://www.databricks.com/support) [Community](https://community.databricks.com/) Learning * [Training](http://www.databricks.com/learn/training/home) * [Certification](https://www.databricks.com/learn/training/certification) * [Free Edition](http://www.databricks.com/learn/free-edition) * [University Alliance](http://www.databricks.com/university) * [Databricks Academy Login](https://www.databricks.com/learn/training/login) Events * [Data + AI Summit](http://www.databricks.com/dataaisummit) * [Data + AI World Tour](http://www.databricks.com/dataaisummit/worldtour) * [AI Days](https://www.databricks.com/ai-days) * [Event Calendar](http://www.databricks.com/events) Blog and Podcasts * [Databricks Blog](http://www.databricks.com/blog) * [Databricks AI R&D Blog](http://www.databricks.com/blog/category/ai) * [Data Brew Podcast](http://www.databricks.com/discover/data-brew) * [Champions of Data & AI Podcast](http://www.databricks.com/discover/champions-of-data-and-ai) Resources Documentation Customer Support Community Learning * [Training](http://www.databricks.com/learn/training/home) * [Certification](https://www.databricks.com/learn/training/certification) * [Free Edition](http://www.databricks.com/learn/free-edition) * [University Alliance](http://www.databricks.com/university) * [Databricks Academy Login](https://www.databricks.com/learn/training/login) Events * [Data + AI Summit](http://www.databricks.com/dataaisummit) * [Data + AI World Tour](http://www.databricks.com/dataaisummit/worldtour) * [AI Days](https://www.databricks.com/ai-days) * [Event Calendar](http://www.databricks.com/events) Blog and Podcasts * [Databricks Blog](http://www.databricks.com/blog) * [Databricks AI R&D Blog](http://www.databricks.com/blog/category/ai) * [Data Brew Podcast](http://www.databricks.com/discover/data-brew) * [Champions of Data & AI Podcast](http://www.databricks.com/discover/champions-of-data-and-ai) About Company * [Who We Are](http://www.databricks.com/company/about-us) * [Our Team](http://www.databricks.com/company/leadership-team) * [Databricks Ventures](http://www.databricks.com/databricks-ventures) * [Contact Us](http://www.databricks.com/company/contact) Careers * [Open Jobs](http://www.databricks.com/company/careers/open-positions) * [Working at Databricks](http://www.databricks.com/company/careers) Press * [Awards and Recognition](http://www.databricks.com/company/awards-and-recognition) * [Newsroom](http://www.databricks.com/company/newsroom) [Security and Trust](http://www.databricks.com/trust) About Company * [Who We Are](http://www.databricks.com/company/about-us) * [Our Team](http://www.databricks.com/company/leadership-team) * [Databricks Ventures](http://www.databricks.com/databricks-ventures) * [Contact Us](http://www.databricks.com/company/contact) Careers * [Open Jobs](http://www.databricks.com/company/careers/open-positions) * [Working at Databricks](http://www.databricks.com/company/careers) Press * [Awards and Recognition](http://www.databricks.com/company/awards-and-recognition) * [Newsroom](http://www.databricks.com/company/newsroom) Security and Trust [![Image 24: databricks logo](https://www.databricks.com/sites/default/files/2023-08/databricks-default.png?v=1712162038)](https://www.databricks.com/) Databricks Inc. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 * [](https://www.linkedin.com/company/databricks) * [](https://www.facebook.com/pages/Databricks/560203607379694) * [](https://twitter.com/databricks) * [](https://www.databricks.com/feed) * [](https://www.glassdoor.com/Overview/Working-at-Databricks-EI_IE954734.11,21.htm) * [](https://www.youtube.com/@Databricks) ![Image 26](https://www.databricks.com/sites/default/files/2021/02/telco-icon-2.png?v=1715274112) [See Careers](https://www.databricks.com/company/careers) [at Databricks](https://www.databricks.com/company/careers) * [](https://www.linkedin.com/company/databricks) * [](https://www.facebook.com/pages/Databricks/560203607379694) * [](https://twitter.com/databricks) * [](https://www.databricks.com/feed) * [](https://www.glassdoor.com/Overview/Working-at-Databricks-EI_IE954734.11,21.htm) * [](https://www.youtube.com/@Databricks) © Databricks 2026. All rights reserved. Apache, Apache Spark, Spark, the Spark Logo, Apache Iceberg, Iceberg, and the Apache Iceberg logo are trademarks of the [Apache Software Foundation](https://www.apache.org/). * [Privacy Notice](https://www.databricks.com/legal/privacynotice) * |[Terms of Use](https://www.databricks.com/legal/terms-of-use) * |[Modern Slavery Statement](https://www.databricks.com/legal/modern-slavery-policy-statement) * |[California Privacy](https://www.databricks.com/legal/supplemental-privacy-notice-california-residents) * |[Your Privacy Choices](http://www.databricks.com/blog/governing-coding-agent-sprawl-unity-ai-gateway#yourprivacychoices) * ![Image 28](https://www.databricks.com/sites/default/files/2022-12/gpcicon_small.png) ## We Care About Your Privacy Databricks uses cookies and similar technologies to enhance site navigation, analyze site usage, personalize content and ads, and as further described in our [Cookie Notice](https://www.databricks.com/legal/cookienotice). To disable non-essential cookies, click “Reject All”. You can also manage your cookie settings by clicking “Manage Preferences.” Manage Preferences Reject All Accept All ![Image 29: Databricks Company Logo](https://cdn.cookielaw.org/logos/29b588c5-ce77-40e2-8f89-41c4fa03c155/bc546ffe-d1b7-43af-9c0b-9fcf4b9f6e58/1e538bec-8640-4ae9-a0ca-44240b0c1a20/databricks-logo.png) ## Privacy Preference Center Opt-Out Preference Signal Honored ## Privacy Preference Center * ### Your Privacy * ### Strictly Necessary Cookies * ### Performance Cookies * ### Functional Cookies * ### Targeting Cookies * ### TOTHR #### Your Privacy When you visit any website, it may store or retrieve information on your browser, mostly in the form of cookies. This information might be about you, your preferences or your device and is mostly used to make the site work as you expect it to. The information does not usually directly identify you, but it can give you a more personalized web experience. Because we respect your right to privacy, you can choose not to allow some types of cookies. Click on the different category headings to find out more and change our default settings. However, blocking some types of cookies may impact your experience of the site and the services we are able to offer. #### Opting out of sales, sharing, and targeted advertising Depending on your location, you may have the right to opt out of the “sale” or “sharing” of your personal information or the processing of your personal information for purposes of online “targeted advertising.” You can opt out based on cookies and similar identifiers by disabling optional cookies here. To opt out based on other identifiers (such as your email address), submit a request in our [Privacy Request Center](https://privacypreferences.databricks.com/). [More information](https://www.databricks.com/legal/cookienotice) #### Strictly Necessary Cookies Always Active These cookies are necessary for the website to function and cannot be switched off in our systems. They assist with essential site functionality such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will no longer work. #### Performance Cookies - [x] Performance Cookies These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. #### Functional Cookies - [x] Functional Cookies These cookies enable the website to provide enhanced functionality and personalization. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly. #### Targeting Cookies - [x] Targeting Cookies These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant advertisements on other sites. If you do not allow these cookies, you will experience less targeted advertising. #### TOTHR - [x] TOTHR ### Cookie List Consent Leg.Interest - [x] checkbox label label - [x] checkbox label label - [x] checkbox label label Clear * - [x] checkbox label label Apply Cancel Confirm My Choices Allow All [![Image 30: Powered by Onetrust](https://cdn.cookielaw.org/logos/static/powered_by_logo.svg)](https://www.onetrust.com/products/cookie-consent/) ![Image 32](https://bttrack.com/Pixel/Conversion/16418/default?type=img)![Image 33](https://bttrack.com/Pixel/Conversion/16418/landingpage?type=img) ![Image 34](https://insight.adsrvr.org/track/pxl/?adv=b44zbk4&ct=0:hep6l5y&fmt=3) ![Image 35](https://bat.bing.com/action/0?ti=26095796&tm=gtm002&Ver=2&mid=4eb3c7c4-c764-40f5-bdc0-11c44dba38ec&bo=5&sid=f140ee303a9111f192de87279b9645df&vid=f140e8903a9111f1a3a57b290e0459e2&vids=1&msclkid=N&pi=918639831&lg=en-US&sw=800&sh=600&sc=24&tl=Governing%20Coding%20Agent%20Sprawl%20with%20Unity%20AI%20Gateway%20%7C%20Databricks%20Blog&p=https%3A%2F%2Fwww.databricks.com%2Fblog%2Fgoverning-coding-agent-sprawl-unity-ai-gateway&r=<=766&evt=pageLoad&sv=2&asc=G&cdb=AQET&rn=420288)