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编程的工具与背景高度集中（IDE、仓库、终端）；而通用知识工作则散落在几十个工具中。如果 AI 无法触达 Slack 讨论、策略文档或脑中的”隐性记忆“，它就只能困在狭窄的场景里。 目前，人类仍是缝合碎片的“胶水”，疲于在浏览器标签页间反复复制粘贴。