1. Scrum solved a real problem, but the problem has changed. The ceremonies existed because humans couldn't plan large systems or build them fast enough. AI removes both constraints, and the methodology hasn't caught up.

Code churn doubled. AI-generated code has 2.74x more vulnerabilities. First-year costs run 12% higher. The productivity story is more complicated than the vendors say.

Cursor doubled its revenue to $2 billion in three months. Its new Automations feature shows where AI coding is headed.

The frameworks and abstractions built twelve months ago are already getting in the way. The models got good enough that the middleware became the bottleneck.

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.