Preheat the oven to 350° F. Butter and flour a 10-inch bundt pan.
In a medium mixing bowl, whisk together the flour, baking powder, salt, cinnamon, ginger, clove, allspice. Set aside.
In the bowl of a stand mixer fixed with a paddle attachment, mix together eggs, sugar, light brown sugar, vegetable oil, honey, tea, vanilla, lemon juice, lemon zest, and bourbon. With the mixer on low speed, gradually add in the flour mixture, scraping the sides of the bowl as you go. The batter will be runny.
Pour the batter into the bundt pan and bake, rotating once, until golden brown and a toothpick inserted in the center comes out clean, 55 minutes to an hour. Cool in the pan 15 minutes. Invert the cake onto a wire rack to cool completely. Dust with confectioners’ sugar before serving.