> only good if everyone understands the problem and solution space equally

That's a goal of pairing up. Together you'll get it better than you would have separately, if for no other reason than the one person who already knows it has to be able to explain it. And as a bonus, now that knowledge belongs to two people instead of being siloed with one of them.