A developer's four-hour experiment creating a SQL client exclusively through AI-assisted 'vibe-coding' yields a functional desktop app but exposes critical concerns about maintainability. The Seaquel project demonstrates LLMs' coding capabilities while highlighting the risks of uncurated AI-generated codebases.