I’ve used Celery a lot, and it’s been incredibly useful, but it has also been the cause of a lot of pain. I hope to write more about this, and comparing to other tools (e.g. I’m using Huey for simpler cases), when I have more time from next month. But this is an excellent summary of Celery pitfalls and suggested fixes.