Place carrots, celery, seasonings, and water in slow cooker.
Add beef. Cover with onions.
Cover. Cook on Low 8–10 hours, or on High 5–6 hours. (If your schedule allows, this dish has especially good taste and texture if you begin it on High for 1 hour, and then turn it to Low for 5–6 hours, before going on to Step 4.)