Literally means "Do you wanna Die?" in Korean. It is a common phrase often used by thugs in a threatening gesture if the other party does something that displeases the subject.
KyunWoo: I'll have Coke.
Girl: Joogoolae? DrinkCoffee.
KyunWoo: Coffee, please.