Multi-model AI council that hill-climbs UI design quality on your own product
Set up a review loop where three strong models from different providers score screenshots of your app's UI out of 10, and an agent iterates on the design until every reviewer scores it at or above a target threshold. Optionally include competitor app screenshots (e.g. Claude Code, Codex) in the judgment panel so your product must outscore them, and include the 'before' screenshot for comparison. Scores are non-deterministic vibes, but getting 9+ out of 10 from multiple models across rounds is a reliable signal the design genuinely improved.
online B2B Service / Consulting / Agency
From Theo - t3․gg — Agents Sucked At UI (Until Today) at 06:18
Problem: AI coding agents produce functional but mediocre, inconsistent UI — the same few templates, sloppy fonts, mismatched border radii, poor contrast — and teams can't afford a designer to polish it.
For: Solo developers and small open-source or product teams with no dedicated UI/UX designer who want better-looking AI-built interfaces.
Products from this video
Examples
- T3 Code's own UI: went from 6/10 scores to all delegates giving 9/10, then 9.5 in every category, then 10/10 in most categories after the loop ran ~18 hours across five models.
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