Amazon Bedrock AgentCore Guide: Production AI Agents (2026)

Short summary

Amazon Bedrock AgentCore is AWS's managed infrastructure platform for production AI agents, addressing session isolation, memory persistence, tool authentication, policy enforcement, and observability. It's framework-agnostic (works with LangGraph, LangChain, AutoGen, CrewAI) and consumption-based priced with no upfront commitments. Core components reached GA throughout Q1 2026, making it the most complete managed agent infrastructure on AWS.

• •AgentCore provides managed infrastructure for production AI agents: runtime, memory, policy, observability, and more
• •Framework-agnostic — works with LangGraph, LangChain, AutoGen, CrewAI, and any Bedrock model
• •Consumption-based pricing with no upfront commitments; components can be adopted independently

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