Heat a clean and dry heavy-based saucepan over high heat for 1 minute or until hot, then add the caster sugar and cook without stirring for 8–10 minutes or until melted and a dry caramel forms. Stir in the chopped walnuts and toss to coat with the caramel. Stir in the butter and cook for 3 minutes or until the walnuts are toasted.