When you have a large scale platform with millions of users and you need to add / remove / change services at some marketing teams whim
I don't have hands on experience with kubernetes and a quite a bit skeptical because of its supposed complexity. Would be interested in success stories though where kubernetes magic was the much needed secret sauce.