The Three Tiers of Agentic Incident Response: When to Trust AI Autonomy

The Autonomy Question Every SRE Team Faces

AI agents are becoming operational teammates. They can ingest alerts, query logs and traces, correlate deployment events, consult runbooks, and recommend or perform remediation. Their promise is not merely faster summarization: it is a shorter path from detection to safe recovery.

But an agent that can explain an incident is not automatically an agent that should change production. Restarting a stateless pod, rolling back a customer-facing payment deployment, and responding to a suspected credential compromise are materially different decisions. Each requires a different amount of evidence, human accountability, and execution control.