Engineering perspectives on incident response, SRE, and the real cost of not knowing what changed.
On-call engineers spend 40% of incident time figuring out what changed. It’s not a skill problem — it’s a tooling problem. Here’s what the numbers actually cost, and what a unified change timeline looks like.
CI/CD pipelines only capture changes you deployed through them. Here’s what they miss — and why that gap causes the hardest incidents.
Most postmortem templates ask the wrong questions. A copy-paste template for engineering teams that actually drives action.
Terraform drift generates no change event — and causes some of the hardest incidents to diagnose. A real walkthrough of how drift creates a 47-minute incident.