Mix together 1 cup of flour, yeast, 1/4 cup brown sugar, and salt.
Heat the milk and butter in the microwave to about 120 degrees F. Add to the flour mixture and mix in with a wooden spoon.
Add the egg and mix until combined. Gradually start adding the flour. At this point, it can be mixed in by hand. As the dough starts coming together you can start kneading the bread and work in th flour as you knead it.
Knead the bread until it is smooth and slightly sticky to the touch. Grease the bottom of the bowl and turn so that both sides are coated.
Cover the bread and let it rise for an hour or until double in size.
In a 9 by 13-inch baking dish combine the 1 cup of brown sugar, 1/2 cup butter, and the corn syrup. Mix until the ingredients are well combined. Add the pecans and mix well. Spread the caramel mixture out evenly.
Punch down the bread. On a lightly greased surface pat the dough out into a 12 by 9-inch rectangle.
Take the 2 tablespoons of butter and spread over the surface of the dough. Combine the 1/3 cup sugar and cinnamon and sprinkle it over the butter.
Starting with the shorter side, roll up tightly. Pinch the edge so the rolls are sealed. Cut into 12 rolls. A scissors works well for this.
Place the rolls evenly in the baking dish. Let rest for 30 minutes.
Preheat the oven to 375 degrees F. Once the rolls have rested for 30 minutes place in the preheated oven. Bake for 15 to 17 minutes or until lightly browned.
Remove from oven and let cool for a few minutes. Flip the rolls onto a cooling rack so the caramel sauce is on top. Serve warm.