Increase heat to medium-high and add the beef stew meat to the pot. Cook until the meat is browned on all sides. Mix in onion powder, garlic powder, oregano, and celery salt.
Add egg noodles to the pot and cook according to package instructions, usually about 7-10 minutes, until tender.