Preheat oven to 350 degrees F. Line a 9x9 inch pan with parchment paper leaving an overhang on two opposite sides.
Get two bowls for the separate Blondie and Brownie dry ingredients.
To the first bowl add 145g flour, 2g baking soda, 1g baking powder, and 3g salt. Stir until just combined then fold in 85g mini white chocolate chips. This is for your blondie batter.
To the second bowl add 110g flour, 30g cocoa powder, 2g baking soda, 1g baking powder, and 3g salt. Stir until just combined then fold in 85g mini semi sweet chocolate chips. This is for your brownie batter.
In a large bowl whisk together melted butter, brown sugar, white sugar, honey, eggs, sourdough starter, and vanilla until smooth and fully combined with no streaks.
Divide the wet mixture evenly between two bowls. Each bowl should have approximately 342g.
Drop alternating spoonfuls of blondie and brownie batter across the prepared pan until both bowls are empty. See notes for swirl options and long fermentation options.
Bake at 350 degrees F for 25 to 30 minutes. Edges should be set and pulling slightly from the pan. Center should have a very slight wobble. A toothpick inserted in the center should come out with moist crumbs not wet batter. Do not overbake.
Cool completely in the pan for at least 2 hours before cutting. For cleanest cuts refrigerate the fully cooled slab for 1 hour then slice into a 4x4 grid for 16 bars.