Trust & data integrity
Earn trust before asking for it.
Being able to trust the system is the point. I build with ingestion awareness, consistency checks, honest confidence language, and visible failure states — and if a system can't be trusted reliably, I would rather rebuild it than ship something that could harm the people who depend on it.