Preheat the oven to 350°F. Spray and line two 18×13-inch half sheet pans with parchment paper.
In a stand mixer or using a hand mixer, combine the cake mix, corn starch, sugar, water, eggs, vanilla, and oil until mixed, about 1 minute.
Add flour, salt, and sour cream. Mix on medium until smooth, 2-3 minutes.
Divide the batter evenly between both pans and smooth it out. These cakes will be thin. Bake for 15-18 minutes, or until fully cooked. Let cool at room temperature for 30 minutes, then refrigerate for 30-60 minutes.