I think a good way to verify that the commands are actually doing something instead of the LLM just generating non-existent parameters is to provide a dry run m

I think a good way to verify that the commands are actually doing something instead of the LLM just generating non-existent parameters is to provide a dry run mode. The actual correctness of the generated command - granted it's valid - performing as it should however, is a whole different issue.