aws-samples/sample-ai-agent-architectures-agentcore
Step by step code samples showing how AI agent architectures evolve from simple to production ready using AWS services including Amazon Bedrock AgentCore Runtime.
Demonstrates four architectural patterns with increasing security and functionality: direct OAuth access, API Gateway rate limiting, IAM-authenticated Lambda compute layer, and conversation persistence via AgentCore Memory + DynamoDB. Built on AWS SAM with LangGraph agents, it progresses from prototype to production-ready by closing security gaps (preventing direct agent bypass) and adding stateful chat capabilities. Each iteration can be deployed independently while sharing a Cognito authentication stack.
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Feb 09, 2026
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