For the Rhubarb-Vanilla Syrup: Combine sugar, rhubarb, water, and vanilla seeds and pod in a medium saucepan. Bring to a boil and then lower to a simmer for 10 minutes. Remove from heat and let stand for 30 minutes. Strain into an airtight container and refrigerate until ready to use, up to 2 weeks.