Comment by logicallee

This is a very difficult problem. LLM's don't learn from reasoning about trade-offs and from their personal experience, so systems made with AI assistance stop obeying the unwritten rules of why things are the way they are, that comes from the maintainers' decades of experience.

On the other hand, they can produce and test anything anyone asks in minutes, as well as find security issues that lay dormant at the seams for decades.

There is no great answer here.