In a mixing glass, combine bourbon, dark crème de cacao, chocolate bitters, and simple syrup.
Add ice and stir for 20-30 seconds until well chilled.
Strain into a rocks glass over a large ice cube.
Garnish with an orange peel or cherry before serving.