Answer I gave that didn't sit well -> User cohorting and flags What the interviewer was looking for was the answer to the question -> How do you do traffic splits across different version of the same service? To which the answer is maybe using a service mesh with a deployment network traffic updater that watches metrics somewhere to increment the traffic split in one direction or the other.