This post’s goal is to provide you with a deeper intuition behind two of the most common software messaging patterns—queues vs. pub/sub. This is a deep topic which deserves thoughtful attention when designing software. This article is structured in three parts:
“Runtime” and “Runtime Environment” are some of the most overloaded terms in software development. It’s confusing for everyone; this word means many different things in many different contexts. This post’s goal is to provide you with an intuition behind the many use-cases of “runtime.”
I recently read through a Hacker News thread discussing the article “Kafka Is Not A Database”, by Arjun Narayan and George Fraser. The opinions behind this topic are fascinating and I enjoyed sifting through comments from both sides of the table. For the purposes of this post, I’ve labeled these two broad groups of thoughts as Team Blue and Team Red.
Team Blue believes that Kafka, a popular streaming platform, has the potential to be the source-of-truth for your data—replacing one of the key responsibilities of conventional databases.
Team Red strongly disagrees.
The following is high-level summary of these opinions.