To make this recipe gluten-free, substitute the bucatini or spaghetti with a certified gluten-free pasta. Additionally, ensure the Parmesan and all other packaged ingredients are labeled gluten-free, as cross-contamination can occur in some dairy or pre-grated cheese products.