Preheat the oven to 350 F. In a large bowl, whisk together flour, sugar, cocoa powder, salt, and baking soda. Add in eggs, melted butter, and vanilla extract and mix until smooth.
Fold in the cherry pie filling. Spread the brownie batter into a greased 8-inch square baking dish. Bake for 20-25 minutes.