AgentCore

AgentCore is a managed agent orchestration framework built into Amazon Bedrock. It enables developers to build, deploy, and scale AI agents that use foundation models and external tools to carry out complex tasks. Agents are defined with a declarative JSON schema, and AgentCore handles secure orchestration, memory, identity, observability, and multi-step reasoning across tools and APIs.

Agents can access tools like code interpreters, search, APIs, and vector databases, and support live data integration, function calling, custom routing via gateways, and per-user memory. Developers can monitor agent behavior via integrated observability, enforce identity policies with role-based access control, and deploy production-grade agents without managing infrastructure.

AgentCore is part of AWS Bedrock and supports model-agnostic orchestration, with support for Claude, Titan, and other foundation models. It's designed to support real-time LLM workflows across enterprise use cases.