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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 插件

她强调验证的重要性,也解释了为何并行开发更适合使用 Cloud Agents,而不是本地 git worktree。X 真不是一个适合发表或阅读长文的平台。按理说,这些 Agentic development skills 应该由 harness 内建,而不必单独安装插件。

The art of supervising someone smarter than you

One technique I like to use is the indirect prompt. Instead of telling the agent exactly what I want, I try to draw it out of the agent instead - in its own words.

This accomplishes three things:

First, it forces the agent to compress a noisy conversation into a structured problem statement. Second, it lets me catch misunderstandings immediately. If the agent fixates on a red herring in the thread, I can correct it quickly before it starts writing any code.

And third, I haven’t potentially led it down the wrong path by stating my own assumptions and hypotheses which could be incorrect or limit what the agent could otherwise achieve.

— Lauren Tan · The Complete Guide to pstack Pt. 2

这是一个很好的建议,不要急着给 instruction,先考察Agent对问题的理解