I've come to the same conclusions as you.

> I see it as a wake up call for the tech community to go back to basics for most tasks instead of relying solely on generic LLMs.

I always say the cheapest LLM request is no request at all.

What's the cost (broadly speaking, not in your specific case) of doing the same work an LLM would have done without the LLM though?