Incident Management Practical By Samson Tanimawo, PhD Published Apr 3, 2026 4 min read

Fast MTTR Techniques That Actually Help

Theoretical fast MTTR vs achievable. The techniques that move the needle in practice.

Auto-remediation

Pre-built remediation for known causes. Pod restart, scale-up, cache clear.

Catches 30-50% of incidents without human.

Agent reads runbook, executes automatable steps.

Surfaces decision points to human.

Senior on-call available within minutes.

Cuts time-to-action even when automation can't help.