Boil water in a large pot. Add new potatoes and cook for 7 minutes.
Add asparagus, and cook for an additional 3 minutes. Drain.
Meanwhile, in a large bowl, whisk ingredients for dressing.
Add potatoes and asparagus to dressing and toss to coat. Serve immediately.