AWS Deploys Multi-Agent System to Cut Cloud Migration from Weeks to Minutes

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AWS Professional Services has published production data on a deployed multi-agent system that dramatically reduces infrastructure-as-code development time for enterprise cloud migrations. The system chains four specialized AI agents — handling discovery, IaC generation, governance, and post-migration operations — built on Amazon Bedrock AgentCore primitives. Agents communicate through immutable artifacts stored in S3 and state transitions tracked in DynamoDB, avoiding circular dependencies by never calling each other directly. A portfolio governance agent acts as the sole gatekeeper, running cost, security, and compliance checks before any migration can proceed. If templates fail validation, the workflow halts and the IaC generation agent must resolve all issues before the process can continue.

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