Through this live workshop, you will learn how to deploy AI agents using AWS services that will enable you with production-ready security, observability and scalability. You will dive deep on the recent AgentCore capabilities announced at re:Invent 2025. Amazon Bedrock AgentCore Policy gives you control over the actions agents can take and are applied outside of the agent’s reasoning loop, treating agents as autonomous actors whose decisions require verification before reaching tools, systems, or data. It integrates with AgentCore Gateway to intercept tool calls as they happen, processing requests while maintaining operational speed, so workflows remain fast and responsive. Amazon Bedrock AgentCore Evaluations is a fully managed service that helps you continuously monitor and analyze agent performance based on real-world behavior. You will have the opportunity to experiment with: Amazon Bedrock Amazon Nova 2 state of the art foundation models Amazon Bedrock AgentCore Strands Agents SDK and more! This session will be ideal for Developers, Software Engineers, Development Managers, Data Scientists, AI/ML Engineers, AI/ML Architects, Engineering Managers and Directors who are building GenAI applications and already have basic understanding of agent concepts.