Building ambient agents with Amazon Bedrock AgentCore: From event-driven signals to human-in-the-loop workflows

AWS Machine LearningOctober 1, 2026en

Ambient agents respond to events such as an Amazon S3 upload, a schedule, or an alert instead of waiting for a chat prompt. This post walks through building framework-agnostic ambient agents on Amazon Bedrock AgentCore using Amazon SQS, AWS Lambda, and Amazon DynamoDB, with a single ask_human tool and a Jobs page for human-in-the-loop review.

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