A great write-up on #async vs #multiprocessing in #Python. Many teams face that problem for data science tasks with external data consumption (e.g. using #Kafka), but don't understand the underlying mechanics. There's no magic bullet; engineering is a #discipline. https://pythonspeed.com/articles/two-thread-pools/ by @itamarst #datascience #threadpools #performance #optimization