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Finalist

Ripple

Built at The Harness Engineering & Model Wrangling Hackathon · Sep 26, 2026 · New York, NY

Ripple — Demo video

Ripple designs circuit boards from plain English, grades them against hidden checks, and evolves its own harness from the failures, going from 0/4 to 3/4 on held-out specs with the same model.

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