Be careful about reading/believing articles on X. Including *my* articles. As soon as anyone posts, their thinking/work immediately evolves and iterates, and the article is instantly out of date. Example: I need to post a brand new version of the Code Factory article (1.8m views) because I'm now using OpenAI's Symphony spec. Everything changes so freaking fast.