We've learned through painful experience to treat Celery as little more than a vanilla pub/sub system. Some of its more "advanced" features sound nice, until you discover they're implemented in surprising or unscalable ways. They've gotten better at documenting some of these gotchas, but at this point we've been burned one too many times. I'm hopeful 2021 is the year we eliminate Celery from our system.