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    <title>ReAct on 黄文卓 | DevOps Engineer</title>
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      <title>AI Agent 设计模式：从单步到复杂工作流</title>
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      <pubDate>Thu, 29 Jan 2026 09:17:00 +0800</pubDate>
      <author>17691281867@163.com (Wenzhuo Huang)</author>
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      <description>Agent不是更智能的ChatGPT调用，它是一个能自主规划和执行多步骤任务的循环系统。本文拆解ReAct推理循环、Tool调用设计原则、Multi-Agent协作模式、Human-in-the-loop设计，以及告警分析Agent和巡检Agent的实战实现。</description>
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