A/B tests and staged rollouts break in predictable ways:


You optimize a single KPI (CTR/CVR/revenue), Goodhart kicks in, and you quietly destroy SLOs, safety, fairness, or policy compliance.
You can’t replay what happened, so postmortems become “guessing + meetings.”
The automation boundary is vague, and you only notice the damage after 100%...