跨国深谈

代码审查 (code review)

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aliasescode review, code reviews

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代码

代码审查 (code review)

概念 · 又名 code review / code reviews
本站收录 24 集 · 14 条金句 · 关联 10 个

集里怎么说它

① 提到它的金句

14 条

但即便如此，智能体在代码审查方面也比以前的人类做得更好。
But even then, agents are doing code review even better than humans did before.
—— Will Gabrick · [26:52]

指向原始笔记的链接

正如我提到的，那才是这里真正的金矿，要让代码审查自动化。
As I mentioned, that’s the real gold mine here to get the code review automated.
—— Itamar Friedman · [09:43]

指向原始笔记的链接

如果你搭建了基础设施，如果你收集了上下文，如果你开始积累代码审查如何为你自动化的经验，那才是你能获得 10 倍速度的地方，也就是你向你的 CEO 或你自己或你的开发者承诺过的速度，否则它就是一个瓶颈。
If you put the infrastructure, if you gather the context, if you start accumulating how code review can be automated for you, then that’s where you’re gonna get the 10x velocity that you’re being promising your CEO or yourself or your developers, because otherwise it’s a bottleneck.
—— Itamar Friedman · [15:59]

指向原始笔记的链接

简而言之,代码评审现在成了我们遭遇的瓶颈。
So in short, code review is now the bottleneck that we are running into.
—— Will Bond · [01:16]

指向原始笔记的链接

否则我们可能会陷入智能体的空转:它修复了某个问题,回头又收到一次代码评审,然后不得不反向再修一遍,因为那条评论的质量很低。
Or else we can result in dealing with cavitation of an agent where it fixes something, goes back, gets another code review, and has to kind of like fix backwards because the quality of the comment was low.
—— Will Bond · [12:23]

指向原始笔记的链接

与其把人类从代码评审流程中移除,我们是把他们的职责上移一层。
Rather than removing humans from the code review process, we are moving their responsibilities up a layer.
—— Will Bond · [13:55]

指向原始笔记的链接

你不再是去担心性能优化和 API 兼容性,而是在代码评审中更多地去思考架构。
Instead of you worrying about the optimization of the performance and the API compatibility, you’re going to be thinking more about architecture in your code reviews.
—— Will Bond · [14:19]

指向原始笔记的链接

而且实际上，这种特异性——能够精确调整你正在审查的内容——在你走向工厂的过程中变得越来越重要，因为说真的，工厂将要产出的量，你必须让人类退出代码审查的循环。
And in fact, this specificity, you know, being able to tune exactly what you’re reviewing becomes increasingly important as you move towards factory because really the volume a factory is going to put out, you have to get humans out of the loop for code review.
—— Drew · [20:02]

指向原始笔记的链接

当我们做基准测试时,它们在代码评审上是超越人类的。
When we benchmark them, it’s like they’re superhuman in code review.
—— Tibo Sottiaux · [47:53]

指向原始笔记的链接

完全相同的问题,如果所有的代码审查智能体都以同样的方式带有偏见,它们就会漏掉完全同一类 bug,那我们就全完了。
Same exact issue, if all the code review agents are biased in the same way, they will miss exactly the same class of bugs and then we’re all sunk.
—— Chris Potts · [55:13]

指向原始笔记的链接

我学到的教训是：攻击会组合，而代码审查不会，因为我们开发者一次只看一个 diff,但攻击者看的是整个系统，他们会寻找那两个握手并打开一扇门的东西。
So the lesson I learned was that attacks compose, code review doesn’t, because us developers all look at diffs one at a time, but attackers look at the whole system and they look for those two things that shake hands and open a door.
—— Sarah Sanders · [08:10]

指向原始笔记的链接

我认为代码审查变成了一种风险管理练习。
I think code review becomes an exercise in risk management.
—— Zach Lloyd · [17:04]

指向原始笔记的链接

我会让一个智能体先做代码审查，然后随着时间推移，这变成一种风险管理练习，比如，什么时候引入人类来做代码审查？
I would have an agent do code review first, and then it becomes, over time, like a risk management exercise of, like, when do you bring in humans to do code review?
—— Zach Lloyd · [11:14]

指向原始笔记的链接

举例来说，我们发现你在代码审查上用 GPT 5.2 可以达到和最新 Opus 模型相同的性能，但价格只有一半。
We found, for instance, that you can achieve the same performance on code review with GPT 5.2 as with the latest Opus models, but at half the price.
—— Davis Palmie · [08:25]

指向原始笔记的链接

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24 集

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