Why Human-Centric Metrics Fail Without Auditability

Jan 3 · 4 min read · I’m still early in my career, but I’ve been fortunate to get hands-on ownership of backend systems from the start. While building and operating a large internal workflow system (I’ll refer to it as W-System), I ran into a problem that completely chan...