The best caramel pie recipe is a little old fashioned and a little new fangled.
Remove from the heat. Carefully add 1 cup of the milk. The caramel will kind of up clump up. Cook over low heat, whisking gently, until mixture comes together and becomes smooth, about 5 minutes.