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      <title>本地AI编程工具链：控制信息流比堆工具更高效</title>
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      <description>给AI编程智能体加更多工具，并不会让它更高效。在重度使用OpenCode和Claude Code之后，我转而专注于控制流入智能体的信息流：先搜索再读文件、在文本/结构/语义搜索间做选择、削减命令输出的噪音、保持会话聚焦、设定明确的停止规则。这套本地工具链（Headroom、RTK、</description>
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