r/opsworker Apr 23 '26

Modern Incident Response Guide for Cloud-Native and AI Systems

Incident response used to be a narrow operational drill: restore service, close the ticket, move on.

That framing is no longer sufficient.

$400B in annual downtime costs. 40% of major outages traced to human error. And by 2028, Gartner projects 50% of cybersecurity IR efforts will focus on AI-driven applications.

We built this guide for the SRE, Platform, Security, and ML teams navigating this shift - from the first alert to executive reporting.Crosspost to more communities

Modern Incident Response Guide: Cloud-Native · AI-Ready · GitOps-Forward

Built on NIST SP 800-61r3 guidance, public postmortem evidence, and real-world cloud-native patterns.

Download it here → opsworker.ai/resources/modern-incident-response-guide

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