Amazon Bedrock AgentCore is a framework-agnostic and model-agnostic runtime that enables developers to deploy and operate advanced AI agents securely and at scale. The repository provides sample implementations, SDK integrations, and CLI tools for building agents with frameworks such as Strands Agents, CrewAI, LangGraph, and LlamaIndex. It includes capabilities for authentication, identity management, and memory management to support production-grade agent deployments.