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Winning Startup

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

Winning Startup — Demo video

I built a cheap wearable device, based on esp32 module, to explore the frontier of human computer interaction, this makes it possible for us to work with a computer just like how we work with a real person, We use powerful harness(powered by spark) to parse and route users intentions, using both their voice and also via their first person view, and finish tasks via various plugins that are made available to them, both the router and the tasks are powered by spark based harnesses, We think computers and ai agents are powerful enough to understand users' intentions, that they express naturally in the real world, without the user having to learn how a certain computer works or learning a ux We use meta models to audit the work the harness has done, and provide replay mechanism, to show the user, what has happened We also want to make it so that the software hes using, and how hes using, gets analyzed by powerful models like meta wonder, dialy, to make the software more stable, and extend based on the users requirements, grounded by his own requirements that happened the previous day,

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