Preheat the oven to 350 degrees. Grease a ten inch cast iron skillet with the shortening.
In the bowl of an electric mixer, beat the eggs. Add the sugars and beat until light and thick.
In a small bowl stir together the coffee and honey, and then add it to the mixing bowl. Add the butter and mix until combined.
In a third bowl, sift together the flour, salt, baking powder, and baking soda. Add to the mixing bowl, and mix until just combined. Then add the vanilla and brandy.
Bake the cake for twenty minutes. Meanwhile, in a large skillet melt the tablespoon of butter, and two tablespoons of sugar, and toast the almonds for a few minutes.
Scatter the almonds on top of the cake and bake another ten minutes, or until a toothpick inserted in the center of the cake comes out clean. Let cool on a rack for one hour, and then serve.