Migrate agentic workloads to Amazon Bedrock AgentCore

SummaryAI generated

On September 3, 2026, Amazon Web Services (AWS) announced the launch of a new feature called Amazon Bedrock AgentCore in its machine learning blog. This feature aims to help users migrate agent-based workloads from other platforms to the AWS ecosystem and support running these workloads on AgentCore. This release marks an important step forward for AWS in enhancing its generative AI services’ support for complex agent applications.

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Key entitiesKEY ENTITIES

Amazon Bedrock AgentCoreLangGraphMCPClientStrands Agents

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Keyword heat

Amazon Bedrock AgentCore1
LangGraph1
Strands Agents1
MCPClient1

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A AWS ML Blog en 2026-09-04 00:14

The article indicates that migrating agent workloads to Amazon Bedrock AgentCore aims to eliminate operation and maintenance burdens unrelated to reasoning. The existing LangGraph supports agents that have called Amazon Bedrock, but they need to manage containers, web servers, and session states themselves. The migration is carried out in two stages: in the first stage, agents are deployed to AgentCore Runtime, Gateway, and Memory, retaining the original graph structure; in the second stage, it is reengineered into a model-driven planning system based on Strands Agents. This migration enables agents to be hosted on AWS infrastructure, with the platform automatically handling computing, patch updates, elastic scaling, and session isolation, while also authenticating and calling through the Gateway management tool.