Preheat the oven to 350 F. In a large bowl, whisk together brown sugar, melted butter, eggs, and vanilla extract until smooth. Add in the flour, salt, and baking powder until smooth.
Fold in the Reese's pieces. Evenly press the mixture into a greased 8-inch square baking dish. Bake for 20-25 minutes.