When it comes to making beef stew, the slow cooker shines. This slow cooker beef stew is flavored with tomatoes and red wine, along with herbs and vegetables. Feel free to tailor the stew ingredients to suit your tastes. The red wine adds a lot of flavor, but beef stock may be used if you prefer.