[angelahack1]

I think is changing just the abstraction level, and that leads to a 80% testing and 20% vibe code adaptation, you must find the addequate size of every vibed task in order to be controllable, manage-able, and quelify-able, In my company we use Tlamaitni, an AI asistant with workflow desginer based on deterministic agents that gives us complete control over AI, check it: https://xaiht.org