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

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.

We haven't written up this one. AWS Machine Learning has the full story — the link below goes straight to it.

Read the original at aws.amazon.com →

More in AI

DarijaBench: Do AI Models Actually Understand Moroccan Darija?

DarijaBench: Do AI Models Actually Understand Moroccan Darija? As a Moroccan student, I use AI assistants every day. They are brilliant in English and French — but I kept noticing something: ask them…

  • Moroccan student DarijaBench creates benchmark for AI understanding Moroccan Darija.
  • GPT-5.6 Luna scores lowest at 0.90, highlighting need for more Moroccan-specific training data.

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