The choice of whiskey (rye or bourbon) can significantly impact the flavor profile of the cocktail. Rye offers a spicier taste, while bourbon provides a sweeter profile. Adjust the amount of sugar based on personal taste preference. For an extra aromatic experience, consider adding a few drops of orange bitters along with the Angostura bitters.