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Amazon· Bedrock / NovaBuilding ambient agents with Amazon Bedrock AgentCore: From event-driven signals to human-in-the-loop workflows
Guide to building event-driven agents with human-in-the-loop workflows on AgentCore
Amazon published a guide on building ambient agents using Amazon Bedrock AgentCore.
Ambient agents listen to event streams (such as file uploads or system alerts) and act on them without requiring a human to start a conversation, pausing only for human input when clarification or approval is needed.
The post walks through an end-to-end pattern on AgentCore Runtime with a reference implementation that uses AWS Lambda, Amazon DynamoDB, and a single ask_human tool for human-in-the-loop interactions.
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Ambient agents describe a different paradigm, one that LangChain among others has articulated. Instead of waiting for users to initiate conversations, ambient agents listen to an event stream and act on it, potentially handling many events in parallel.
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