Graceful degradation
Cached templates and human handoffs beat infinite spinners during incidents.
Dependency maps
Chains of vector DBs, GPUs, and auth providers fail together—diagram them.
Trust calibration
Users told models “might be wrong” exhibit healthier verification habits.
