It's not just about documentation.

If stuff really goes wrong, you need people who deeply understand the codebase so that they know where to look and how to diagnose the issue. It might be the case in the future that LLMs become so powerful they'll diagnose any issue (I doubt it), but until then, we need people in the loop.