This is an exciting development. I imagine I'll continue using Celery in most cases but being able to transparently swap back-ends for testing, CI, etc. is very compelling.

I haven't looked into this in any detail but I wonder if the API or defaults will shave off some of the rough edges in Celery, like early ACKs and retries.