Beyond the Runbook: How to Scale SRE Operations for Cloud-Native Infrastructure (opens in new tab)

The uncomfortable truth is plain for all to see: Trying to keep dynamic, living systems running with static runbook methodologies is dead thinking... What’s emerging to replace the runbook is a machine “reasoning layer”. This core shift toward AI SRE is not a product category, but a new model for how systems are operated. Instead of asking, “What steps should I take to resolve this incident?” a reasoning-based approach asks, “Given everything happening right now, what is most likely true, and...