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

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

The generative AI industry has undergone a significant transformation from using large language model (LLM)-driven applications to agentic AI systems, marking a fundamental shift in how AI capabilities are architected and deployed. While early generative AI applications primarily relied on LLMs to directly generate text and respond to prompts, the industry has evolved from those …

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Supercharge regulated workloads with Claude Code and Amazon Bedrock

Supercharge regulated workloads with Claude Code and Amazon Bedrock

The release of Anthropic Claude Sonnet 4.5 in the AWS GovCloud (US) Region introduces a straightforward on-ramp for AI-assisted development for workloads with regulatory compliance requirements. In this post, we explore how to combine Claude Sonnet 4.5 on Amazon Bedrock in AWS GovCloud (US) with Claude Code, an agentic coding assistant released by Anthropic. This …

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

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

AI agents that browse the web need more than basic page navigation. Our customers tell us they need agents that maintain session state across interactions, route traffic through corporate proxy infrastructure, and run with custom browser configurations. AgentCore Browser provides a secure, isolated browser environment for your agents to interact with web applications. Until now, …

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AI meets HR: Transforming talent acquisition with Amazon Bedrock

AI meets HR: Transforming talent acquisition with Amazon Bedrock

Organizations face significant challenges in making their recruitment processes more efficient while maintaining fair hiring practices. By using AI to transform their recruitment and talent acquisition processes, organizations can overcome these challenges. AWS offers a suite of AI services that can be used to significantly enhance the efficiency, effectiveness, and fairness of hiring practices. With …

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

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

AI agents are rapidly evolving from mere chat interfaces into sophisticated autonomous workers that handle complex, time-intensive tasks. As organizations deploy agents to train machine learning (ML) models, process large datasets, and run extended simulations, the Model Context Protocol (MCP) has emerged as a standard for agent-server integrations. But a critical challenge remains: these operations …

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