Fill a mixing glass with ice.
Add the whiskey or bourbon, coffee liqueur, and pumpkin spice syrup and stir gently, and strain into another glass with ice.
Finish by adding the three dashes of Angostura bitters on top of the cocktail.
Garnish with a cinnamon stick or a twist of orange peel.