# Lauren Tan 的 pstack：先验证，再并行

> 一句话点评 · Lauren Tan / pstack

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LLMS 索引： [llms.txt](/zh/llms.txt)

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> The most critical skill to have in your toolbox is a high quality verification skill.
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> Go faster with parallelism with Cloud Agents instead of worktrees
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> — Lauren Tan · 原文：[The Complete Guide to pstack Pt. 1](https://x.com/poteto/status/2094457600259842065)；延伸阅读：[Pt. 2](https://x.com/poteto/status/2097732320606507506)、[Loops You Can Trust](https://x.com/poteto/status/2069824386283319343)；[pstack Cursor 插件](https://github.com/cursor/plugins/tree/main/pstack)

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
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> 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.
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> This accomplishes three things:
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> 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.
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> 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.
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> — Lauren Tan · [The Complete Guide to pstack Pt. 2](https://x.com/poteto/status/2097732320606507506)

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