In a medium saucepan, combine the brown sugar, corn syrup and butter and bring to a boil over medium heat. Reduce the heat and boil without stirring, swirling the pan occasionally, for 4 minutes. Remove from heat and stir in the baking soda and Sriracha – it will foam up at first, but stir it well to get any lumps of baking soda out.