Stripe cuts MongoDB pager noise 30% with graph‑driven auto‑remediation
Stripe modeled its global MongoDB fleet as a traversable graph and used path‑finding state machines to compute remediation plans on the fly. The system adapts to any shard layout, slashing pager alerts by roughly 30% (about 200 pages a year) and erasing 12 days of unhealthy shard time annually.