Similar here: There were all sorts of volume and area equations I could never remember, then one slow day at work I decided to try and derive the volume of a spehere using what I'd just learned in calculus. After doing so each part of the equation made sense instead of appearing random, and two decades later I still remember it without having to derive it again.
