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Build highly scalable serverless LangGraph multi-agent systems in AWS with Amazon Bedrock AgentCore

AWS Machine Learning Blog · May 26, 2026 · Product Launches

AWS launches serverless multi-agent framework combining LangGraph, Bedrock AgentCore Memory and Observability

AWS details a reference architecture for building scalable multi-agent AI systems using LangGraph as orchestrator with Amazon Bedrock AgentCore for memory and observability, running on Lambda and Step Functions. The pattern targets production-grade agentic workloads with durable state, automatic scaling, and distributed tracing. While practically useful for AWS builders, this is an implementation guide rather than a novel capability announcement.

AWS Bedrock LangGraph multi-agent serverless AgentCore

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