Brown the beef in a large pot over medium-high heat. Remove the beef and set aside.
Add carrots and celery to the pot and cook until softened.
Return the beef to the pot. Add barley, beef broth, thyme, salt, and pepper. Bring to a boil, then reduce heat and simmer for at least 1 hour, or until the beef is tender.