AI Productivity Gains for Startup Developers. Recent 2025 studies show productivity improvements for solo founders using AI coding tools across multiple dimensions, with individual developers now capable of handling full-stack development that previously required teams. Sources: Nucamp solo AI startup analysis, Anshad Ameenza team size research.