Add the bourbon, coffee liqueur, and orange bitters to a mixing glass. Add ice and stir until thoroughly chilled, about 30 seconds. Strain into a chilled cocktail glass (such as a Nick and Nora glass, coupe, or footed rocks glass). Take the orange peel and express flamed orange oil over the drink. Discard the orange peel. Serve.