In a medium size saucepan, combine the strawberries, rhubarb, sugar & vanilla over medium heat. Bring to a boil. Once the mixture is boiling, reduce the heat to low & let simmer, stirring occasionally, until the fruit is tender. Let cool completely before using in the cake. Can be made ahead of time and stored in an airtight container for up to a week.