Use freshly grated Parmesan for the smoothest sauce; pre-shredded cheese can make Alfredo grainy. Don’t overcook the shrimp—once they turn pink, pull them off the heat. Leftovers keep up to 3 days refrigerated; reheat gently on the stove over low heat with a splash of cream or milk to loosen the sauce.