The reason I posted this is because I was brought out to job where the customer had a sporadically(but getting worse and worse over time) tripping Arc-fault breaker. It was a recently built, very high-end home. In that scenario I would have almost bet money that it was a faulty breaker, so I bought one to bring out and swap right off the bat. I did so but even the new one tripped. So then started the actual troubleshoot.
It took me a few hours but I was able to isolate it to one run of in-wall wiring that had somehow shorted. I disconnected that portion of wire from the circuit and all is well. I was happy to have found the problem but am always wondering how I could do it a little faster next time.