Beyond Prompting: Why AI-Generated Frontends Need Systematic Design Review

AI-generated frontends typically solve the structural problem efficiently but lack visual polish and design quality that separates prototypes from production-ready interfaces. Traditional prompting feedback loops prove ineffective without structured design analysis, leaving developers with vague guidance. AetherPane bridges this gap by introducing systematic design review mechanics that evaluate and score AI-generated UIs across critical visual dimensions.