I did not read the entire blog post (it is pretty long), but from what I read, I actually disagree with the author. You want to provide the right amount of prompting, but not too much either. Also the LLM can derive a huge amount of information from the context you give it (e.g., you don't have to say it is looking at a k8s log, it will figure it out immediately from the information entered). However, in other situations, you do want to be more specific. Good prompting ends up being as much of an art as a science which you realize as you gain experience with it.