Prepare the béchamel: Melt the butter in a saucepan over medium heat. Add the flour, stirring quickly with a whisk to form a roux. Slowly pour in the milk, whisking constantly to avoid lumps. Simmer until the béchamel thickens. Season with nutmeg, salt and pepper. Set aside.