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Preheat the oven to 350 degrees. Spray 2 large baking sheets with cooking spray and set aside.
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Whisk together the flour, cocoa powder, baking soda, and salt in a medium bowl. Set aside. (These are your dry ingredients.)
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Combine the butter and granulated sugar in a large bowl and beat with an electric mixer on medium until light and fluffy. Add the egg and vanilla and beat to combine.
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With mixer on low, beat in the dry ingredients until incorporated. The dough will be crumbly so use your hands to shape it into a cohesive mass.
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Shape the dough into roughly 30 balls (each ball should be a rounded tablespoon of dough). Arrange the balls on the baking sheets 2 inches apart. Use your finger to make an indentation in the center of each cookie and press a cherry into each one.
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Bake 8 to 10 minutes until the cookies look set. Carefully transfer to wire racks to cool completely.