Craving a healthy side dish that’s ready in just a few minutes ? Our sauteed asparagus recipe is the ultimate solution! Just trim the woody ends from one pound of asparagus, then heat a little of olive oil in a heavy-bottomed skillet over medium heat. Add the asparagus and cook for 3-5 minutes, until asparagus is tender-crisp and lightly tender.