In a large mixing bowl, stir together the brown sugar, butter, pumpkin spice, and vanilla. Stir in the cinnamon, pretzels and pecans to the sugar mixture.
Place Chex mixture in the air fryer at 300°F for 10 minutes, shaking the basket every 5 minutes to make it cooks evenly.
Allow the mixture to cool completely before eating.