Skip to Main Content

Kokobubu

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Kokobubu — Demo video

Kokobubu shows you how to use a physical device. Point your iPhone at a washing machine, a screen or a control panel and ask out loud, in your own language. It reads the labels, marks the exact control in AR, guides you one step at a time, and checks your work with the camera where a photo can show the result. I built it from my own experience. When I moved to the US, I was still learning English. I stood in front of a washing machine translating every word, and I once shrank my clothes with the wrong dryer setting. How do you ask for help with a button you can't name? Kokobubu is for people living far from home, people getting used to new technology, and anyone afraid of doing it wrong. The app is an experimental prototype, tested in Turkish and English; other languages are experimental. It is not for gas, electrical panels, vehicles or medication. All of it was built during the event. TRY THE REAL APP (iPhone) Open on your iPhone: https://testflight.apple.com/join/jkXDy8nX Judges' invitation code: JCS9-9X4S-JRT4 The code is needed because the app uses API credits. TRY IT IN A BROWSER (no install) Illustrated examples show how the flow works and where Kokobubu can help, such as a microwave, laptop settings, a Wi-Fi modem and a TV remote. https://www.aobasar.com/projects/kokobubu/try/ MORE ABOUT THE PROJECT https://www.aobasar.com/projects/kokobubu/

Team