Amazon EC2

Amazon Web Services (AWS) is a cloud computing platform and subsidiary of Amazon that provides on-demand computing resources and services including compute, storage, databases, networking, analytics, machine learning, and developer tools. AWS offers these services to individuals, enterprises, and governments on a pay-as-you-go basis.

Amazon Bedrock AgentCore is an AWS service for deploying and operating AI agents in production. It provides a framework- and model-agnostic runtime for agents built with systems such as Strands Agents, CrewAI, LangGraph, LlamaIndex, Google ADK, or OpenAI Agents, with support for Python and TypeScript applications. Its capabilities include managed agent runtime hosting, sessions, memory, identity and access management, a gateway for turning APIs, Lambda functions, and services into MCP-compatible tools, built-in tools such as code execution and web search, and OpenTelemetry-based observability for tracing, debugging, and monitoring. The linked AWS Labs repository provides sample applications, tutorials, deployment templates, integrations, and blueprints covering these capabilities. The AgentCore CLI scaffolds projects, supports local development with hot reload and local invocation, and deploys agents to AWS with commands such as `agentcore deploy` and `agentcore invoke`. The samples repository is licensed under Apache 2.0.

Amazon AgentCore is a set of AWS building blocks for constructing AI agents with any model, whether used inside or outside Amazon Bedrock.

Amazon Elastic Container Service (Amazon ECS) is a managed container orchestration service from Amazon Web Services for deploying, running, and scaling Docker-compatible containers, including Java microservices packaged as Docker containers. It supports AWS-hosted tasks and services through launch types including Amazon EC2 and AWS Fargate, and integrates with other AWS services such as IAM, Elastic Load Balancing, and CloudWatch.