Slow Cooker Beef Barley Soup is a hearty, filling soup perfect for the colder months. Chuck roast is slow cooked with vegetables, potatoes, spices and beef broth and finished off with fresh herbs. The beef becomes so tender and is a great pairing with the barley. This soup makes great leftovers throughout the week too!