To make the pecan pie bourbon, combine pecans, vanilla and bourbon in an airtight container. Let the bourbon infuse for at least 2 to 3 days.
To make the Manhattan, add sweet vermouth, bitters, and pecan pie bourbon to a shaker. Fill the shaker with ice and shake.
Strain into a rocks cocktail glass filled with ice. Garnish with an orange twist, if desired.