From PagerDuty To 'Agentic Ops': The Rise Of Self-Healing Kubernetes
Cloud Native Now, Friday, February 27th, 2026
For the last decade, the life of a site reliability engineer (SRE) has been defined by the 3 a.m. PagerDuty test. When the alert fires, a human wakes up, logs in, checks dashboards and frantically searches for a runbook.
We built sophisticated tools to make this easier. We have centralized logging, distributed tracing and fancy Grafana dashboards.
However, fundamentally, the workflow hasn't changed: The machine breaks, and the human fixes it.
In 2026, we are witnessing the first real shift away from this model.
We are moving from Automated Ops (scripts that do what they are told) to Agentic Ops - systems that can reason, investigate and remediate problems without human intervention.