Can AI coding tools generate entire applications from scratch?

AI coding tools can scaffold applications remarkably well — generating project structure, boilerplate, and initial implementations from a description. Tools like v0.dev (Vercel) and Cursor's agent mode are designed specifically for this. However, production-quality apps require substantial human review, architectural decisions, and iteration. Think of AI-generated scaffolds as a fast starting point, not a finished product.