This Slow Cooker Beef Tips and Potatoes is a hearty comfort-food dinner made with just four simple ingredients. Tender beef and chunky potatoes slowly simmer in a rich mushroom gravy, creating a cozy, stick-to-your-ribs meal that practically cooks itself.