Predictive Sensing: Catch Failures Before They Happenintermediate · ~180 min
A Vibration Baseline for Your Washer and Dryer — Bearings, Early
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What you'll do
A vibration watch for your washer and dryer that Claude Code built — an ESP32 with a low-voltage accelerometer stuck to the chassis that learns each machine's normal "spin signature" (how hard it shakes and at what frequency) over a couple of weeks of ordinary loads, then pushes an early warning to your phone when that signature starts drifting up — the tell-tale of a drum bearing, support roller, or idler pulley beginning to go, weeks before it turns into a grinding, walking, laundry-eating failure.