Stripe Uses Graph Search and State Machines to Automate Database Remediation

Stripe automated its MongoDB database incident recovery by modeling infrastructure as a graph and using graph search algorithms with state machines. This approach reduced pager alerts by 30%, cutting 200 pages and 12 days of unhealthy states annually. The new system replaces fragile hard-coded workflows with dynamic remediation plans adaptable to evolving infrastructure.