Preheat oven to 350 degrees F (175 degrees C).
Mix almond flour, agave nectar, walnuts, eggs, cocoa powder, coconut oil, and vanilla extract together in a bowl; spread into an 8-inch square baking dish.
Bake in the preheated oven until edges of brownies begin to pull from sides of dish, about 30 minutes. Let brownies cool slightly before slicing, about 5 minutes.
Any variety of nut can be used in place of the walnuts, if desired.
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