Some considerations on asynchronous execution

I frequently see discussions about asynchronous code in forums and, as a broad concept with many different implementations (that happens to be related to other abstract concepts in the same situation), it creates many divergent opinions and many unnecessary "flame wars". So, I decided to write this post hoping it clarifies some points.