Seeing that you already know programming, I'd say it'd be less risky for you. But the only reason you're able to pilot an LLM to do programming for you, is because you understand programming and architecture.

But what about the future generations skipping the step of learning the OCaml's, the C's, the Python's...? It's quite concerning.

Oh by the way, yes. Learn OCaml!