To make Burano Butter Cookies gluten free, substitute the all-purpose flour with a 1:1 gluten-free baking flour blend designed for cookies. Ensure the blend contains xanthan gum or a similar binder for best structure. Chill the dough thoroughly, as gluten-free dough can be softer and more delicate to shape.