General Purpose



Some ideas make sense to write about. Some make sense to make into a little experiment. These are the latter. All my fumblings are on GitHub.

design-gan

Autoresearch-style dual-agent loop that evolves single-page website designs. A generator agent produces a site from a short brief; a critic agent scores it on the System Usability Scale (SUS) alongside objective accessibility signals (axe-core); the orchestrator feeds feedback back into the generator and repeats until the composite score plateaus.

brief ──► generator ──► HTML ──► renderer ──► screenshot + DOM + axe │ ā–¼ best ◄─ scorer ◄─ SUS answers + suggestions ◄── critic │ ā–¼ sqlite + runs/
Demo / Repo