This looks very relevant for onboarding. Have you tried this with new engineers on a real project? I’d be curious whether it actually changes how quickly people build a mental model of the system.

I use it in my company, a startup that vibe coding for thousands line of code every day. And it works fine. Engineers love the business knowledge mode.