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OG

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

OG — Demo video

Bumblebee is a hands-free, multimodal AI automotive diagnostic and physical repair assistant powered by Meta AI. Designed for technicians and car owners working in hands-busy garage environments, Bumblebee uses camera vision and natural voice to identify any vehicle, project spatial Segment Anything Model (SAM) wireframe overlays directly onto physical engine components, and synthesize vehicle-specific OEM repair procedures. With real-time step verification, persistent session memory, and natural conversational guidance, Bumblebee transforms any smartphone or smart glass into an expert automotive co-pilot.

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