I think the most valuable point here isn't whether "AI software factory" is real or just another buzzword. It's that the industry still lacks a shared benchmark for measuring delivery outcomes. Until we can compare systems on merge quality, verification, review load, and production success, most conversations will remain driven by demos and narratives rather than evidence.