The fastest way to spot a fake AI success story

People love posting huge agent productivity numbers. Most of them share one tell: no mention of what broke.

Real agent workflows break all the time. Bad refactors, wrong assumptions, silent regressions. If the story has no failure in it, it is marketing.

The boring truth is that agent workflows only compound when you keep the failures visible.