Boil asparagus for 3-5 minutes but let it stay a bit crispy. Immediately rinse with cold water. Place in a large bowl.
Drain hearts of palm and add to asparagus.
Mix reaming ingredients together and pour over asparagus and hearts of palm.
Chill until ready to serve.