Ten-minute motor current-draw traces at 1 Hz. A healthy pump cycles between idle and load on a steady rhythm — faults show up as overcurrent spikes, load sag, or erratic short-cycling. Same baseline engine, electrical signal.
one pass through every item in the library
server-side sensor stream: a reading every few seconds, mostly
normal, for 5 minutes — keeps running if you close this tab
Held-out normal traces
Suspect traces
Session
0items scored
0flagged anomalous
0.50verdict threshold
Live IoT feed
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readings arrive from the sound and amperage rigs.
Latest verdict
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Monitoring agent
The agent watches the event stream and posts observations here.