After asparagus has been stored past its prime, it tends to become woody—especially at the ends. I recommend looking for the ripest asparagus you can find at the grocery store and using it within a few days. Also, make sure to cut the ends of your asparagus spears to get rid of the end bits that could potentially come out woody.