Italian Pignoli Cookies are naturally gluten-free except for the small amount of flour used for dusting. To make the recipe fully gluten-free, replace the all-purpose flour with a certified gluten-free flour for handling the dough. Ensure that the almond paste and confectioners’ sugar are labeled gluten-free to avoid cross-contamination.