Make this incredibly easy Cherry Dump Cake using just three basic ingredients: cherry pie filling, yellow cake mix, and butter. This foolproof baking recipe delivers a warm, bubbly, and gooey fruit dessert perfect for last-minute potlucks or weeknight treats.