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Harbor Muse

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

Harbor Muse — Demo video

Harbor Muse is a phone-first app for anyone who looks out at the water and wonders "what ship is that?" It reads live AIS ship-tracking data from aisstream.io, plots nearby vessels on a map, and lets you tap any ship to get a card with its name, type, flag, speed, course, recent trail, and a photo of the vessel. Then you can just ask Muse about it. "Tell me more" and "Explain what I'm looking at" turn raw tracking data into a plain-English story: where the ship is headed, what it carries, and why it's moving the way it is. Answers clearly separate what the ship reported, what Muse inferred, and what's unknown. Each ship keeps its own chat thread, and push-to-talk lets you ask hands-free while you're standing on the beach. I built it because I live on the Texas coast in Corpus Christi and see tankers and cargo ships every day with no easy way to understand them.

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