From 3:00 AM Panic to Confidence: How I Use AI During On-Call Incidents QAInsights published a practical guide on using AI to speed up incident investigation during on-call rotations, featuring a custom skill that gathers evidence across logs, deployments, and dependencies while keeping production actions behind human approval. The approach aims to move engineers from 3 AM panic to confident decision-making without replacing human judgment. Learn how AI can speed up incident investigation during on-call rotations without replacing human judgment. This post shares a practical prompt turned custom skill for gathering evidence across logs, deployments, and dependencies, structuring multi-agent investigations, and keeping production actions behind human approval, all while moving from 3 AM panic to confident decision-making. The post From 3:00 AM Panic to Confidence: How I Use AI During On-Call Incidents https://qainsights.com/from-300-am-panic-to-confidence-how-i-use-ai-during-on-call-incidents/ appeared first on QAInsights https://qainsights.com .