It's going to be the same issue as poorly-structured Excel workflows: non-programmers doing programming. Excel itself gets the blame for the buggy poorly-structured spreadsheets made by people who don't have the "programmer mindset" of thinking of the edge cases, exceptions, and extensibility.

So it will be with inexperienced people coding with LLMs.