I'm a dermatologist and I vibe coded a skin cancer learning app
Coded using Gemini Pro 2.5 (free version) in about 2-3 hours. Single file including all html/js/css, Vanilla JS, no backend, scores persisted with localStorage. Deployed using ubuntu/apache2/python/flask on a £5 Digital Ocean server (but could have been hosted on a static hosting provider as it's just a single page with no backend). Images / metadata stored in an AWS S3 bucket.
In plain words
MoleCheck is a web-based learning application for studying skin cancer identification. Designed for dermatology students and professionals, it presents images of skin lesions with educational metadata to help users practice diagnostic skills. The app runs entirely in the browser as a single-file application, stores progress locally, and retrieves skin images from cloud storage. It requires no backend infrastructure and loads quickly on standard web servers.
written from the facts on this page · September 2026
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