Heat olive oil in a Dutch oven over medium heat. Add beef stew meat and brown on all sides, about 4-5 minutes. Add flour and stir, coating beef and cook for 1-2 minutes.
Add stout beer, beef broth, vegetables and herbs. Bring to a boil the reduce heat and simmer for one hour. Add salt and pepper to taste.