Building Next-Generation Agents with Amazon Bedrock AgentCore

This technical report outlines the capabilities and services of Amazon Bedrock AgentCore, designed to support the development and deployment of agent-based applications. It addresses the operational challenges faced by organizations in managing generative AI agents, such as integration issues, security hurdles, and scalability barriers. The report details how AgentCore provides a managed runtime, identity management, memory services, and observability tools to streamline agent operations. It also discusses the rapid advancements in generative AI and agent frameworks, highlighting the importance of a robust infrastructure to enhance agent performance and reliability. The document further compares AgentCore with alternative deployment approaches, showcasing its advantages in development speed and operational efficiency. Overall, the report emphasizes the need for a comprehensive platform that enables organizations to leverage agentic AI effectively while overcoming existing challenges in the agent lifecycle.