Line a brownie-sized baking pan with wax paper or foil, covering sides of pan. Spray with non-stick spray or grease foil with butter. Combine butter, sugar, and evaporated milk (do not use sweetened condensed milk) in a saucepan stirring over medium heat until butter is melted and sugar is dissolved. While constantly stirring, turn to high heat and allow to reach a rolling boil. Once mixture is boiling, stop stirring and allow to boil for an additional 5 minutes, then remove pan from heat.