Vibe coding represents an axis, not a mere level.

Karpathy gave us vibe coding: "see stuff, say stuff, run stuff, copy and paste stuff, and it mostly works." Since then, the industry has kept trying to turn it into a tidy autonomy ladder — Level 0, Level 1, all the way up to fully autonomous development. That ladder is useful. It is also incomplete