All work

AI & Software · 2026

RoomLab.

A shared molecular playground where learners build, reason and answer questions together. A browser prototype for collaborative learning.

Spatial learning prototypeShared-state prototype and collaborative learning workflow.
Illustration of a shared water molecule assembly with oxygen and two hydrogen atoms
Molecule assembly illustration · browser learning prototype

The problem

Collaborative spatial experiences need shared ownership, alignment, and meaningful learning tasks.

My contribution

I built a browser simulator around shared molecule assembly, synchronized quizzes and an authoritative room-state model. Object ownership and late-join hydration help keep participants in the same learning experience.

The outcome

The repository provides the browser simulator and WebSocket relay. Browser-native transport demonstrates multiple tabs on one device; multi-device sessions require the external relay. Spectacles alignment is mocked.

Scope & status

Spectacles and Lens Studio integrations use adapter interfaces and mocked alignment. The playable demonstration is the browser simulator.

Keep exploringGotongFlow

Contact

Good things start
with a conversation.

Have a project, a research question or an idea for your community? I'd love to hear it.