Easy AI Gateway pattern using YAML

In this TechTalk, Google Cloud solution consultant Saravanakumar Rajagopal explores how to implement an automated, configuration-driven approach to AI gateway orchestration and model governance. Saravanakumar demonstrates how to move away from manual user interface configurations toward clean, declarative YAML patterns that let AI practitioners easily deploy secure, policy-backed gateway abstractions. You will see a live demonstration of how to configure token management parameters, apply key verification rules, and integrate model armor protection directly into the runtime environment without adding development friction. Key highlights: Declarative AI gateway blueprints: Using simple YAML file abstractions to assemble and deploy repeatable, enterprise-ready gateway configurations. Model garden access control: Practical strategies for structuring access boundaries to restrict specific language models based on application credentials. Token count tracking & cost metrics: Implementing backend policies to automatically monitor and record token usage across runtime environments. Automated security policy enforcement: Leveraging built-in security controls and model armor rules to neutralize prompt injections and malicious inputs. Decoupled gateway governance: How separating structural templates from live data configurations allows organizations to scale their AI platforms safely. Next steps: Explore the open-source templates: Check out the GitHub repository for the Apigee templater code shared during the session: https://github.com/apigee/apigee-temp... Review the CLI documentation: Learn more about deploying configurations via the official GCloud command reference documentation: https://docs.cloud.google.com/sdk/gcl... Join the community conversation: Have more questions about managing AI traffic or configuring gateways? Keep the discussion going on the Apigee Community forum: https://goo.gle/ApigeeCommunity Scale your AI initiatives: Ready to architect a custom enterprise AI integration strategy? Contact a Google Cloud sales specialist for guidance: https://goo.gle/4w9KDbh Stay informed: Register for future Apigee Community TechTalk 👉🏼 https://goo.gle/apigeectt