Add butter, sugar, brown sugar, buttermilk, corn syrup and cinnamon to a medium sauce pan and bring to a boil over medium/high heat. Let boil for 1 minute. Stir occasionally.
Whisk in vanilla and baking soda and let cook for 10 more seconds. The syrup will foam when you add the baking soda.