Findings: single load-only fade, no scroll animation

Agent shows the tools it called

Share uploaded image between Visual QA and OCR Lab

Make findings page fully static (remove scroll animation)

Agent thumbnails bigger + captioned; COCO train2014 fallback

Agent shows the images it retrieved

Findings: gentle scroll-reveal, drop jumpy bar grow

Findings as a full multi-phase page with examples

Add Findings page; fix OCR-tool prompt + UX hints

Custom FastAPI website (replaces Gradio UI)