112 issues across 12 projects. Two new products went from nothing to code-complete MVP in single sessions. And the most interesting signal wasn’t the speed — it was the scout that came back empty-handed.
The AI community is reinventing organizational design from scratch — badly. Agencies figured this out decades ago. Competencies, not clients. Briefs, not prompts. Lateral communication, not hub-and-spoke. The answers are already there.
Every agent framework organizes around tasks. The agencies that actually work organize around competencies. The AI community is about to rediscover this the hard way.
Your product works until someone actually uses it. The gap between ‘works in dev’ and ‘works for a person’ is where most systems fail — and most organizations avoid looking.