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On October 28, 2026, Yuchen Jin proposed criteria for judging whether a team is AI-native: he asks himself every day whether the team is AI-native enough, and his principle is "anything AI can do should not be done by humans." He noted that AI already writes 95% of the team's code, but PRs are still stuck waiting for approval, so he asked whether reviewers actually read the code, and on that basis built an AI agent to handle approvals. He believes that the speed at which an organization shifts to AI-native will determine its rise or fall.
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Yuchen Jin proposes criteria for judging whether a team is AI-native
Source:Yuchen Jin
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Oct 28
Yuchen Jin
Yuchen Jin: A Team's Degree of AI-nativeness Determines Its Survival
Yuchen Jin said he asks himself every day whether his team is sufficiently AI-native, and his principle is "anything AI can do should not be done by humans." He mentioned that AI has already written 95% of the team's code, but PRs are still stuck waiting for approval, so he questioned whether reviewers actually read the code, and on that basis built an AI agent to handle approvals. He believes the speed at which an organization shifts to AI-native will determine its rise or fall.