How document-driven structure transforms stateless AI assistance into continuous, auditable engineering







The AI Development Paradox


You're in your fifth AI session today. The code is flowing faster than you've ever experienced. Then you ask the AI to integrate yesterday's work—and it has no idea what you're talking about.

This is...