User Stories

After more than 31,000 messages with AI in one year, I realized the real challenge was not AI intelligence, but continuity: preserving decisions, direction, and project state over time.

Most people use AI for minutes. Some use it for hours. Very few use the same AI system for months while managing real projects. I didn't expect the experience to change much over time. At first, AI felt like a tool. I would ask questions. It would provide answers. The interaction was useful, but largely transactional. Then something unexpected happened. As projects became larger and more complex, the value of individual answers started to matter less. The bigger challenge bec