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This skill provides comprehensive patterns for deploying AI agents to Amazon Bedrock AgentCore, facilitating the seamless transition from local development to production-ready AWS environments. It supports four distinct deployment methods—ranging from a rapid starter toolkit for prototypes to complex containerized setups and Terraform-based Infrastructure as Code—ensuring agents are optimized for arm64 architecture with built-in observability and session isolation. It is an essential resource for developers looking to automate agent lifecycles, manage CI/CD pipelines, and implement robust, scalable AI infrastructure on AWS.