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Blog
Notes from the field.
Why two of the hardest auto-component inspection tasks resist automation, and what we've learned trying.
01 · Magnetic particle inspection
Why magnetic particle inspection is hard to automate.
A connecting rod, a fluorescent mist, and the difference between hour one and hour six of a shift.
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02 · Post-wash fluorescence
Detecting fluorescence after wash: where vision AI wins.
Cleaning failure or penetrant indication — both glow under UV. Telling them apart is the whole game.
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