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  • AI coding requires developers to become better managers
    January 19, 2026, 4:10 AM EST. Mollick's post On-boarding your AI intern argues you must know where the AI intern is useful, where it's annoying, and where you should not delegate because the error cost is too high-that is, you need judgment, i.e., expertise. Honeycomb CTO Charity Majors contrasts code authorship and code ownership: AI makes authorship cheap, but ownership-debugging and maintaining production code-is expensive. Majors warns that over-reliance on AI while you supervise decays your own expertise rapidly. Addy Osmani notes that writing a good spec demands deep technical understanding. The takeaway: a hybrid approach-combining AI with hands-on coding and clear responsibilities-may be the pragmatic path for the developer-as-manager model.