This Easy Pecan Praline Sauce recipe is ridiculously simple to make in less than 10 minutes with 4 ingredients! Made with whipping cream, butter, brown sugar, lots of toasty pecans, this caramel pecan sauce doesn't even need corn syrup to make it smooth and creamy.