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      <title>Agent evaluation: Lessons from Amazon&#39;s 2025 builds</title>
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      <author>AI Agents News Editorial</author>
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      <description>Learn how thousands of agents built across Amazon since 2025 prove static prompts fail. Discover framework-agnostic workflows to measure real task completion.</description>
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