People also forgets that coding is formal logic that describe algorithms to computer which is just a machine. And because it’s formal, it’s rigid and not prone to manipulation. Instead of using LLMs you’d better off studying a book and add some snippets to your editor. What I like about Laravel is their extensive use of generators. They know that part of the code will be boilerplate. The nice thing about Common Lisp is that you can make the language itself generate boilerplate.
A way that I like to describe something like this is that code is long form poetry with two intended audiences: your most literally minded friends (machines), and those friends that need and want a full story told with a recognizable beginning/middle/end (your fellow developers, yourself in the future). LLMs and boilerplate generators (and linters and so many other tools) are great about the mechanics of the poetry forms (keeping you to the right "meter", checking your "rhymes" for you, formatting your whitespace around the poem, naming conventions) but for the most part they can't tell your poem's story for you. That's the abstract thing of allegory and metaphor and simile (data structures and the semantics behind names and the significance of architecture structures, etc) that is likely going to remain the unique skill set of good programmers.
