Yuchen Jin：团队 AI-native 程度决定生死
Every day I ask myself: “Is my team AI-native enough?”
AI 导读
Yuchen Jin 表示自己每天自问团队是否足够 AI-native，原则是“AI 能做的就不该由人来做”。他提到 AI 已写出团队 95% 的代码，但 PR 仍卡在等待审批，于是追问评审者是否真读代码，并据此构建了一个 AI 智能体来处理审批。他认为组织转向 AI-native 的速度将决定其兴衰。
正文
Every day I ask myself: “Is my team AI-native enough?”
My rule: If AI can do it, humans shouldn't touch it.
AI already writes 95% of our code. But PRs still get stuck waiting for approvals.
I asked: “Do those reviewers actually read the code? If not, why not let an AI agent handle it?”
So we built one. Life immediately got better.
How fast an organization becomes AI-native will determine whether it thrives or dies.