Before you do a technical interview, you send them a website and ask them to write that FizzBuzz equivalent for you, or if you want to be seen to be nice, schedule a 30 minute interview with them and ask the FizzBuzz thing.
It doesn't have to be asked during the full technical interview stage.
It doesn't have to be asked during the full technical interview stage.