The "confident idiot" problem: Why AI needs hard rules, not vibe checks

It's funny when you start think how to succeed with LLMs, you end up thinking about modular code, good test coverage, though-through interfaces, code styles, ... basically with whatever standards of good code base we already had in the industry.