Heat the olive oil in a medium skillet over medium heat. Add the asparagus, salt, and several grinds of pepper and sauté, stirring often, for 3 to 6 minutes, or until tender. The timing will depend on the thickness of your spears.
Remove from the heat and toss with the lemon juice. Season to taste and serve.