You know, I would say that it was caused by a loose wire or some other genuine issue, except, there are four Siemens AFCI breakers in our panel and we've had each one of them randomly nuisance trip at different times. That there tells me it's crappy breakers rather than a wiring issue.

Thanks everyone for all your excellent advice on this thread.