"80% 的企业对 AI 零感知，尽管个人效率提升了 40%。问题不在技术——在组织结构。一份分阶段的企业重构指南：按价值类型而非职位名称重新设计组织。"
"80% of companies feel zero productivity impact from AI despite individual gains. The problem isn't the technology — it's the org chart. A phased guid
"大多数 AI 职业安全指南给你一份安全职业清单。这篇文章给你一个诊断框架——四个维度判断你的具体岗位是否脆弱，不取决于你在什么行业。"
"Most AI-proof career guides give you a list of safe jobs. This article gives you a diagnostic framework — four dimensions that determine whether YOUR
"Harness Engineering 是 2026 年 AI 编程的核心范式。本文提出三维度 Scaling 框架——时间、空间、交互——用 OpenAI、Cursor、Anthropic 的真实架构数据，解析 AI 编程从个人魔法到工业化生产的关键跃迁。"
"Harness engineering is the defining discipline of AI coding in 2026. This article reveals three scaling dimensions—time, space, interaction—that sepa
Klarna replaced 1200 SaaS tools with AI, saved $60 million, then quietly reversed course. This is the complete timeline of the most ambitious enterpri
2026年3月，飞书和钉钉同时发布了面向 Agent 的 CLI 工具，而 MCP 协议却在碎片化。本文从协议历史角度分析为什么 CLI 正在赢得 Agent 基础设施的接口之争。
In 2026, Feishu and DingTalk simultaneously launched CLI tools for agents while MCP protocol fragments. This article analyzes why CLI is winning throu
