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别当"肉代理":如何正确使用 AI 输出

2026-08-03 15:20· 25分钟前· ngruhn
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AI 摘要

作者呼吁用户不要直接转发 AI 的原始回复,而应阅读、理解并验证后再用自己的话表达。直接转发 AI 输出不仅增加阅读负担,还常包含看似合理但错误的内容。作者建议,尤其在代码审查中,应避免仅作为“肉代理”传递信息,而应主动参与并贡献价值。

Don't be a meat proxy

Aug 03, 2026

Too often I ask a question in Slack or leave feedback under a merge/pull request or argue with friends in a WhatsApp group and get back:

Claude said: [giant response verbatim]

Please don't do this. I mean, I've done this. But I've been on the receiving end too many times now. This is not adding value. I can talk to Claude myself. It's going to be faster and I get to control the context. I don't need a meat proxy in between.

Reading AI output is extra effort. It's verbose, frequently contains all too plausible nonsense, and is increasingly jargon dense. I recently got this sentence from Claude:

NATS control-plane events: stream leader election / R3 quorum re-form during pod churn.

Jesus. I had to lookup almost every word to make sense of this.

By all means, prompt AI. But don't just relay the output. Read it, understand it, validate it, and then write a response in your own words (a decent certificate that you've done the prior steps). Making that effort is value you can add.

Take code review in particular. Shipping some code can be done with close to zero effort now: Copy/paste the ticket description into Claude Code. Don't look at the code or read what Claude has written. If there's any feedback from reviewers, copy/paste that into Claude Code as well. If necessary, iterate.

That works. But who has done the implementation? The reviewers did, using Claude Code, and you as a meat proxy.

别当"肉代理":如何正确使用 AI 输出

Hacker News 热门(buzzing.cc 中文翻译)·2026-08-03 15:20·25分钟前·ngruhn
阅读原文· gruhn.me
AI 摘要

作者呼吁用户不要直接转发 AI 的原始回复,而应阅读、理解并验证后再用自己的话表达。直接转发 AI 输出不仅增加阅读负担,还常包含看似合理但错误的内容。作者建议,尤其在代码审查中,应避免仅作为“肉代理”传递信息,而应主动参与并贡献价值。

原文 · 保持原样,未翻译

Don't be a meat proxy

Aug 03, 2026

Too often I ask a question in Slack or leave feedback under a merge/pull request or argue with friends in a WhatsApp group and get back:

Claude said: [giant response verbatim]

Please don't do this. I mean, I've done this. But I've been on the receiving end too many times now. This is not adding value. I can talk to Claude myself. It's going to be faster and I get to control the context. I don't need a meat proxy in between.

Reading AI output is extra effort. It's verbose, frequently contains all too plausible nonsense, and is increasingly jargon dense. I recently got this sentence from Claude:

NATS control-plane events: stream leader election / R3 quorum re-form during pod churn.

Jesus. I had to lookup almost every word to make sense of this.

By all means, prompt AI. But don't just relay the output. Read it, understand it, validate it, and then write a response in your own words (a decent certificate that you've done the prior steps). Making that effort is value you can add.

Take code review in particular. Shipping some code can be done with close to zero effort now: Copy/paste the ticket description into Claude Code. Don't look at the code or read what Claude has written. If there's any feedback from reviewers, copy/paste that into Claude Code as well. If necessary, iterate.

That works. But who has done the implementation? The reviewers did, using Claude Code, and you as a meat proxy.

阅读原文gruhn.me