[‘Do not over-soak ladyfingers; 1-2 seconds dip is enough to keep them moist but not soggy.’, ‘Use room temperature mascarpone for smooth folding and avoid lumps.’, ‘Whip cream to soft peaks only to maintain light texture.’, ‘Chill at least 4 hours or overnight for best flavor and texture.’, ‘If mascarpone mixture is too thick, add a splash of milk or cream; if too loose, add more mascarpone.’, ‘Glass pans show pretty layers; metal pans chill faster.’, ‘Optional variations include adding chocolate ganache, fresh berries, or Nutella layers.’, ‘For dairy-free, substitute heavy cream with coconut cream and mascarpone with dairy-free cream cheese alternatives.’, ‘For gluten-free, use gluten-free ladyfingers or almond meringue cookies.’]