Explaining the system is certainly something that happens, but in terms of hours/month I'd say it's something you do less of than leetcode-like coding work. Actually reconsidering your core design in response to some changing fundamentals, which sounded like it's what you're testing in this interview, is something that you do a few times a year at best.