
The gap between AI demos and production reality has become a systemic problem, with vendor presentations designed to impress rather than inform.

Vibe coding democratized building. It didn't democratize judgment. The risk isn't that non-developers are coding. It's that nobody's reviewing what they ship.

The dangerous failure mode is not AI doing something wrong loudly. It is AI doing something subtly wrong and nobody catching it for weeks.