In a large mixing bowl, whisk together the flour, oil, sourdough starter, vanilla, maple flavoring (if using), white sugar, brown sugar, honey, milk, and sour cream.
2 1/2 (320g) cups all-purpose flour, 1/2 (138g) cup avocado oil, 1/2 (120g) cup sourdough starter, 2 tsp vanilla extract, 1 tsp maple flavoring, 1/2 (100g) cup granulated white sugar, 1 (200g) cup packed brown sugar, 1/3 (120g) cup honey, 2/3 (150g) cup whole milk, 1/2 (120g) cup full-fat sour cream