Karpathy coined "vibe coding" in February 2025 for the mode where you accept agent output without reading it carefully. A year later he reframed his own term: fine for throwaway experimentation, a skill-atrophy risk for anything you are supposed to own. The reframing is not a retraction. It is the acknowledgment that the reviewer muscle withers when it is not used, and the withered reviewer is wha