Harald Kirschner
① 他说过的话
8 条
这是一个非常小的团队,向超过 5000 万用户交付。
指向原始笔记的链接
And that’s a very small team shipping to over 50 million users.
—— Harald Kirschner · [01:07]
这就是 AI 发挥作用的地方——最终更快地学习、交付更好的产品,而这是很多人在写更多代码时错过的东西:运用产品品味,运用那种学习。
指向原始笔记的链接
And that’s where AI kicks in to actually learn faster in the end and shipping better products, which a lot of people are missing out as they write more code is applying the product taste and applying that learning.
—— Harald Kirschner · [04:34]
但一旦让智能体撞上这个,你有 10 个、20 个智能体在运行并撞上同一个瓶颈,你 CI-CD 中任何缓慢的部分都会被复合放大。
指向原始笔记的链接
But once you hit that with agents, you have 10 agents, 20 agents running and hitting the same bottleneck, any slow part of your CI-CD will compound.
—— Harald Kirschner · [07:24]
对我们来说,TypeScript Go 让构建获得了 10 倍提升——在智能体运行自动化 PR、需要 CI-CD 循环来获取反馈改进代码的规模下,这是一个巨大的提升。
指向原始笔记的链接
And for us, TypeScript Go was a 10 times improvement in our builds, which at the scale of automatic PRs running with agents and them needing that CI, CD loop for feedback to improve the code is a massive improvement.
—— Harald Kirschner · [07:36]
如果你的智能体无法直接使用你的应用、你的产品来获得「一切是否正常」的反馈循环,那么这是一项非常值得的投资,每次你做 UI 工作时都会有回报。
指向原始笔记的链接
If your agent cannot use your application, your product directly to get this feedback loop of is it all working, then that’s a really big investment that pays off every time you work on UI.
—— Harald Kirschner · [08:48]
同样一个五个字符的文件,最贵的模型消耗了 70 倍的 token。
指向原始笔记的链接
The same five character file took the most expensive model 70x more tokens.
—— Harald Kirschner · [17:18]
而且不只是调整你如何与智能体协作,还要调整它们如何获得反馈。
指向原始笔记的链接
And don’t just tune how you work with agents, but tune how they get feedback.
—— Harald Kirschner · [18:48]
有趣的一点是,每个人都会以为我们会看到很多垃圾 PR,但实际上社区 PR 被合并的数量也在上升,这真的很了不起,我们也能解锁更多的社区贡献。
指向原始笔记的链接
An interesting part, we actually see, everybody would assume we see a lot of garbage PRs, but actually the number of community merged PRs is going up as well, which is really amazing that we can unlock more community contributions as well.
—— Harald Kirschner · [02:24]
② 出现在这些集
1 集
- 《VS Code 团队如何靠 AI 把月更改成周更》 — 作为嘉宾
③ 他谈到的
点进去有真内容 —— 本页主要出口
VS Code · Copilot CI · 智能体 · agents.md · 代码存活率 · MCP · playwright · TypeScript Go · 代码审查 · 评估
