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  • Evaluating AI agents: Real-world lessons from building agentic systems at Amazon

    calendar Feb 18, 2026 · aws.amazon.com/blogs/machine-learning
    Evaluating AI agents: Real-world lessons from building agentic systems at Amazon

    In this post, we present a comprehensive evaluation framework for Amazon agentic AI systems that addresses the complexity of agentic AI applications at Amazon through two core components: a generic evaluation workflow that standardizes assessment procedures across diverse agent implementations, and an agent evaluation …


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  • Customize AI agent browsing with proxies, profiles, and extensions in Amazon Bedrock AgentCore Browser

    calendar Feb 13, 2026 · aws.amazon.com/blogs/machine-learning
    Customize AI agent browsing with proxies, profiles, and extensions in Amazon Bedrock AgentCore Browser

    Today, we are announcing three new capabilities that address these requirements: proxy configuration, browser profiles, and browser extensions. Together, these features give you fine-grained control over how your AI agents interact with the web. This post will walk through each capability with configuration examples …


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  • AI meets HR: Transforming talent acquisition with Amazon Bedrock

    calendar Feb 12, 2026 · aws.amazon.com/blogs/machine-learning
    AI meets HR: Transforming talent acquisition with Amazon Bedrock

    In this post, we show how to create an AI-powered recruitment system using Amazon Bedrock, Amazon Bedrock Knowledge Bases, AWS Lambda, and other AWS services to enhance job description creation, candidate communication, and interview preparation while maintaining human oversight. Link to article: …


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  • Build long-running MCP servers on Amazon Bedrock AgentCore with Strands Agents integration

    calendar Feb 12, 2026 · aws.amazon.com/blogs/machine-learning
    Build long-running MCP servers on Amazon Bedrock AgentCore with Strands Agents integration

    In this post, we provide you with a comprehensive approach to achieve this. First, we introduce a context message strategy that maintains continuous communication between servers and clients during extended operations. Next, we develop an asynchronous task management framework that allows your AI agents to initiate …


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