AWS Agent Core

Amazon Bedrock AgentCore is AWS's managed infrastructure layer for deploying and operating AI agents at scale, handling the production concerns that agent frameworks themselves typically don't address, such as session management, memory, identity, and observability across long-running agent workloads. Rather than competing directly with frameworks like LangGraph or CrewAI, AgentCore is designed to run agents built with those frameworks, or AWS's own tools, in a secure, scalable AWS-native environment with built-in tracing and governance. For enterprises already running on AWS, AgentCore offers a way to move agent prototypes into production without building custom infrastructure for session persistence, multi-agent memory, and compliance-grade observability from scratch.