FrameProof

Frameproof is an independent verification and self-improvement system for AI-generated code-to-video. An AI model generates HTML and GSAP animations from a design brief. Instead of trusting the model’s output, Frameproof renders the animation in Chromium and deterministically verifies visible text, colors, layout, timing, motion, scene order, and unexpected content. When verification fails, Frameproof stores the requirement, failure evidence, and successful repair in MongoDB Vector Search. Its RAG pipeline retrieves relevant lessons for future briefs, helping the generator avoid repeating previous mistakes. Hidden checks remain private to prevent the generating model from gaming the verifier. Frameproof turns every failure into reusable evidence, enabling safer generation, automatic repair, and continuous improvement.