Silent Failures: How Absence Detection Catches Dead Bugs

A silent failure occurs when a service stops logging and no alert fires, as when a webhook consumer is killed by OOM without an error. Traditional error-based alerting can't detect these because they require data to evaluate. Absence detection monitors for missing logs, traces, and metrics to catch failures that produce no errors.