When you’re looking for a bug it’s terribly hard to not get
bogged down in details at the expense of seeing the bigger
picture. An outsider doesn’t have those details so that
helps tremendously. The lesson I took away from that day is
that when I’m stuck I ask an outsider.
This pretty much sums it up and isn't limited to software engineering at all. Having chased some hardware bugs on my own I came to the same conclusion: one conversation with a not involved colleague ending in the question
Well, have you checked (the obvious) X? was more productive then some hours or days of bug hunting.