Prepare the caramel sauce:
In a small saucepan, melt butter over medium-high heat. Add sugar and cream, stir constantly, just until mixture begins to bubble slightly (about 3 minutes). Remove from heat, whisk in sea salt and vanilla. Allow to cool sightly before transferring to an airtight container. Keeps in fridge for up to 2 weeks.