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Microsoft Copilot Cowork Signals Shift to Multi-Step AI Workflows for Enterprise Users - cxtoday.com

GNews AI CopilotMarch 31, 20261 min read0 views
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<a href="https://news.google.com/rss/articles/CBMiywFBVV95cUxOQ09MUE96alI3WG80dnBrTktPZF9pekxudDlrajRkMjZqLVBVZnh4eVhIWVVteEZhZldOTklJZEV1aUx0VW4xSEJoV19LVDhPUHdnZTRqLVRRZC1mMWxRM0tKOWhITVAzRzJaTk50Wko0dGdEakozRlotSkVYczg0ZUJIRDJpTmpqNXZNdnVwSFExcFdnX0owcWhFcFJjUk5DUXhQNTdENmJtZzhtV0RjS1Y5QmNyME5lMDlTb0VpbWoxd09HbGluN1FSRQ?oc=5" target="_blank">Microsoft Copilot Cowork Signals Shift to Multi-Step AI Workflows for Enterprise Users</a> <font color="#6f6f6f">cxtoday.com</font>

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51万行源码泄露:全面解构 Claude Code 如何成为 AI 编程天花板
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51万行源码泄露:全面解构 Claude Code 如何成为 AI 编程天花板

<h1> 51万行源码泄露:全面解构 Claude Code 如何成为 AI 编程天花板 </h1> <blockquote> <p>原文链接:<a href="https://warpnav.com/claude-code-source-map" rel="noopener noreferrer">https://warpnav.com/claude-code-source-map</a></p> </blockquote> <p><strong>2026年3月31日,安全研究者 Chaofan Shou 发现了一个“史诗级”的构建疏漏。</strong> Anthropic 发布到 npm 的 Claude Code (v2.1.88) 包体积从 17MB 暴涨到了 31MB。多出来的部分,是一个重达 60MB 的 source map 文件(<code>cli.js.map</code>)。这意味着什么?这意味着 Anthropic 忘了剥离调试文件,导致 Claude Code 完整的 TypeScript 源码——整整 51.2 万行,1903(或 1906)个源文件——完全暴露在了公网上。</p> <p>有意思的是,2025 年 2 月 Claude Code 刚上 npm 时就犯过一模一样的错误。虽然这不涉及模型权重,对普通用户没有安全风险,但这却给全世界的 AI 开发者提供了一份价值连城的“内部技术架构图”。</p> <p>当你翻开这包含 API 设计、遥测系统、加密工具、IPC 协议的 51 万行代码,带着“为什么它就是比别人好用”的疑问去阅读时,你会得出一个震撼的结论:<strong>这不是一个 AI 编程助手,这是一个以 LLM 为内核的操作系统</strong>。</p> <h2> 一、系统架构:这不是 CLI 工具,而是运行平台 </h2> <p>

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