To make Cherry Cobbler Muffins gluten free, substitute the all-purpose flour with a high-quality 1:1 gluten-free baking flour that includes xanthan gum. Ensure the baking powder and cherry pie filling are certified gluten free. Texture may be slightly more delicate, but flavor will remain excellent.