I think this is why that I limit the use of LLM in my hobbyist project, but not in my work. I found LLM particularly useful of generating say VSCode configuration JSON files and it saved me a lot of headaches. It is also very good at finding the right tool for the job (e.g. which binary to use to write a floppy image).