While the cake is baking, make the glaze. In a bowl, mix the powdered sugar, milk, and vanilla until glaze is of desired consistency. I like mine a bit thick but still pour-able. When the cake comes out of the oven, immediately pour glaze onto the hot cake. Spread it out evenly. Let the cake sit for a few minutes so the glaze can set and serve warm or room temperature.