
Root Cause Analysis for Production Incidents: A Modern Guide (2026)
A practical guide to root cause analysis for production incidents. Covers the 5 Whys, Timeline, Change Analysis, and how AI is changing RCA in 2026.
Watch Sherlocks.ai investigate a real Kubernetes pod crash and APM latency spike in under 3 minutes. See how AI correlates K8s events, metrics, and code deploys to pinpoint the root cause.

This video shows how Sherlocks.ai investigates real production alerts across Kubernetes and APM signals. It quickly identifies root causes like deployments scaling down to zero pods and explains why endpoints start returning 503 errors. The demo also highlights how Sherlocks.ai breaks down error spikes using traces and separates client-side 4xx issues from real server-side failures. It ends with an example where Sherlocks.ai proves the service is healthy and the alert was triggered due to telemetry export failures.
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