A model that actually watches the demo
The demo video goes to Gemini for real multimodal analysis, compressed in the browser with retry and resume for large uploads.
Product reviews usually produce opinions. Someone still has to turn them into changes, and in an AI-built product the person making the change is often another AI builder.
The firm also had no repository access to many of its own AI apps, so a normal code review was not possible.
The demo video goes to Gemini for real multimodal analysis, compressed in the browser with retry and resume for large uploads.
With no repo access, the app hands you a prompt to run inside your own AI builder and you paste the answer back. It became the most reused trick in the product.
A knowledge base of the firm’s thesis, standards and design principles is injected into every evaluation, so scores reflect how the firm thinks, not generic taste.
Pick the suggestions you want and it writes an implementation prompt with real code, ready for Replit, Lovable, Cursor or Bolt.
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