It feels like the more standardized the organization, or the more academic the background of an author, the more lagging their insights from the tip of the arrow.

It's clear AI coding assistants are able to help software developers at least in some ways.

Having a non-software developer perspective speak about it is one thing, but it should be mindful that there are experienced folks too for whom the technology appears to be a jetpack.

Just because it didn't work for you, means there's more to learn.