AI 编程 4.0 · 优秀 2026-09-03 · 文章

陈梓立:Agentic Coding 时代,什么是核心竞争力?

陈梓立在 KAIYUANSHE 9 月 3 日文章里围绕Agentic Coding 时代什么是核心竞争力给出三条判断:(1)AI 写代码的价值边界取决于模型是否覆盖你的日常工作基线,他在 Cronexpr 去 winnowasyncband 单 flightHawkEye v7 重写三个真实项目里都用 Codex / Sol Max 完成了上千行变更且测试通过;(2)核心竞争力是说清楚愿望的能力加构建愿望落地路径的能力,也就是系统一思考质量和决策点识别,纯实施/细节层被 agent 大幅接管;(3)开源软件库会被重塑,很多为省力引入的依赖AI 写得动就不必再引;Rust 难写但 tool-call 反馈进训练后代码可读性已被抹平

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陈梓立:Agentic Coding 时代,什么是核心竞争力?

中文导读

陈梓立在 KAIYUANSHE 9 月 3 日文章里围绕Agentic Coding 时代什么是核心竞争力给出三条判断:(1)AI 写代码的价值边界取决于模型是否覆盖你的日常工作基线,他在 Cronexpr 去 winnowasyncband 单 flightHawkEye v7 重写三个真实项目里都用 Codex / Sol Max 完成了上千行变更且测试通过;(2)核心竞争力是说清楚愿望的能力加构建愿望落地路径的能力,也就是系统一思考质量和决策点识别,纯实施/细节层被 agent 大幅接管;(3)开源软件库会被重塑,很多为省力引入的依赖AI 写得动就不必再引;Rust 难写但 tool-call 反馈进训练后代码可读性已被抹平

关键信息

English Abstract

Chen Zili's 2026-09-03 KAIYUANSHE essay argues three points on competitive advantage in the Agentic Coding era: (1) The value of AI coding hinges on whether the model covers your daily baseline; he reports Codex/Sol Max shipping Cronexpr's winnow removal, asyncband's singleflight, and HawkEye v7 rewrite all with passing tests. (2) The core competency is the ability to articulate a wish plus the ability to build its delivery path i.e. System-1 quality and decision-point recognition while pure implementation is largely absorbed by agents. (3) Open-source libraries will be remodeled: many 'convenience dependencies' can now be inlined by AI, and Rust's tool-call feedback into training has largely flattened its readability gap.

Obsidian Notes