Do not cook the caramel sauce until it becomes thick. It will continue to thicken considerably as it cools so it is important that you take it off the heat while it is still slightly runny. Refrigerated caramel sauce will also be hard. Let it come to room temperature before using, or microwave it for a few seconds to allow it to soften.