软件工程
3 篇Lauren Tan 的 pstack：先验证，再并行
The most critical skill to have in your toolbox is a high quality verification skill. Go faster with parallelism with Cloud Agents instead of worktrees — Lauren Tan · 原文：The Complete Guide to pstack Pt. 1；延伸阅读：Pt. 2、Loops You Can Trust；pstack Cursor …
The most critical skill to have in your toolbox is a high quality verification skill. Go faster with parallelism with Cloud Agents instead of worktrees — Lauren Tan · 原文：The Complete Guide to pstack Pt. 1；延伸阅读：Pt. 2、Loops You Can Trust；pstack Cursor …
AI 时代怎么教编程？Jane Street 重做实习生训练
AI 时代的编程教学挑战与对策： 教学困境：以前用来训练新手的编程题，现在很容易被 AI 直接“秒杀”，导致很难找到既适合初学者又能锻炼他们独立思考能力的合适练习。 实习生项目的重构：为了应对 AI，Jane Street 彻底修改了今年的实习生培训体系。不再单纯考核“写代码”的速度，而是将重点转移到系统设计、软件测试（如何给 AI 代码写测试用例）、需求沟通以及代码审查（Code Review）上，强迫实习生去深究代码背后的逻辑，而不是盲目依赖 AI 生成的产物。 — Jane Street …
AI 时代的编程教学挑战与对策： 教学困境：以前用来训练新手的编程题，现在很容易被 AI 直接“秒杀”，导致很难找到既适合初学者又能锻炼他们独立思考能力的合适练习。 实习生项目的重构：为了应对 AI，Jane Street 彻底修改了今年的实习生培训体系。不再单纯考核“写代码”的速度，而是将重点转移到系统设计、软件测试（如何给 AI 代码写测试用例）、需求沟通以及代码审查（Code Review）上，强迫实习生去深究代码背后的逻辑，而不是盲目依赖 AI 生成的产物。 — Jane Street …
编程 Agent 让软件工程更难了？
The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder. We can do amazing things with them, but unlocking their full potential requires extraordinary discipline and knowledge. — …
The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder. We can do amazing things with them, but unlocking their full potential requires extraordinary discipline and knowledge. — …