Trust But Canary: Configuration Safety at Scale

Meta engineers discuss how they make configuration rollouts safe at scale using canarying and progressive rollouts. The conversation covers health checks and monitoring signals used to catch regressions early, how incident reviews focus on systemic improvements over blame, and how AI/ML is being used to reduce alert noise and speed up root cause bisecting when issues arise.