>Solution: managers need to ask 'how does $THING_YOU_MADE actually work?'.

"Claude please tell me how $THING_YOU_MADE works in easy to understand language so I can explain it to my manager."

Memorise that and there you go. If the manager doesn't know how it works and has to trust the engineer, what are the chances that a memorised articulate explanation will satisfy them?

The issue (like most corpo issues) is one of incentives. Everyone's incentivised to do more work more quickly for a cheaper price. It's very fast to generate output but very slow to properly vet it.

What could change the current dynamics is if generation becomes way more expensive. Maybe that will happen because the token economy starts being subsidised? Maybe someone will eventually establish a monopoly on the agentic coding market and will start squeezing companies dependent on them?