Add all the ingredients except the pecans for the caramel filling to a large saute pan. Heat over medium high and stir constantly until the mix begins to boil. Boil for about 30 seconds then remove from the heat. It should be slightly thick but thinner than a regular caramel. Boil a little more if needed. Add the nuts then set aside.