Dulce de leche, which literally means sweet of the milk is a caramel-like sauce made out of sweetened condensed or evaporated milk. Extremely popular in countries like Argentina, Uruguay, and Chile, this sauce is used to flavor muffins, pies, cakes, and even ice creams.