Why the Old Structure No Longer Works

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Traditional teams are organized by function: two frontend engineers, three backend engineers, one QA. The implicit assumption behind this structure is that each person's output capacity is roughly comparable and workload can be evenly distributed by headcount. When Agents widen the individual output gap from two times to ten times, that assumption no longer holds. Two backend engineers at the same level: one uses Agents and completes a week's worth of work in a day, the other still writes code line by line the traditional way. Under the old structure's task allocation, the former has idle capacity while the latter cannot keep up. Those who do not use Agents feel anxious and marginalized. Those who use Agents effectively feel the mismatch between their contribution and their compensation. The problem is not individual attitude. It is that the design premises of the organizational structure have changed.

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