For example Celery supports a large number of message brokers, and a lot of people inexperienced with message passing etc. will use Redis as a broker because they already are familiar with it and running it in production. I myself made that mistake, and have since gotten much better results with the aforementioned change. So while it should seem obvious, theirs a lot of places where it is still accidentally done.