The canonical starter app for a small business is a dashboard with user logins, protected records, and a spreadsheet-like structure. The visible elements - forms, search bars, and data grids - are straightforward first generations for any modern AI LLM. The actual engineering problem is the plumbing beneath the surface: verifying authentication states, preventing data leakage across user sessions, and securely configuring database row-level security.
This comparison evaluates Dyad and VibeCode on this exact job. It is a class of software that tests more than just the speed of a prompt-to-app generator. Building per-user data isolation exposes the stark division between local dev tools that require manual infrastructure provisioning and mobile-first container networks that lock you into cloud databases.