AI fixes the bug but nobody learns the root cause — how debugging habits are shifting

djgoel123 · reddit · 2026-10-28

A developer raises a thought experiment: a bug is handed to an AI coding tool, the suggested change passes tests and the bug disappears — but the developer may not understand why the original behavior happened. That matters when a similar issue appears elsewhere: the code is fixed, but has the team's understanding of the system improved?

Not against AI-assisted coding, the author asks how it changes debugging habits: should developers be required to explain the root cause before accepting an AI-generated fix, or is a verified fix enough for most issues?

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