Reducing Mean Time to Resolution with Automated Diagnosis
Automated diagnosis shrinks the diagnostic gap that slows incident resolution.
Dmitri Halvorsen
On Call Journal — Page 3
Runbook Automation for Post-Deploy Incident Response
Automated runbooks cut incident response time by removing the human delay between alert and action.
Cora Haddad
Runbook vs Playbook in Incident Response
Runbooks execute single procedures; playbooks orchestrate decisions across teams during incidents.
Julian Petrova
What a Runbook Is in Production Engineering
A runbook is the difference between improvisation under pressure and a procedure proven to work.
Lena Lindqvist
What Observability Means in Software Delivery Pipelines
A green build proves nothing about how code behaves in production.
Naomi Reyes
Integration Testing Limitations in Microservice Architectures
Tests can't catch what only happens when dozens of services drift in production.
Mateo Sørensen
Alert Fatigue Root Causes in Backend Engineering Teams
Most backend teams field thousands of alerts weekly, but only a fraction demand immediate action.
Kai Rahman
SLO Burn Rate Alerts Compared to Threshold Alerts
Burn rate alerts page you only when service reliability actually erodes, not when metrics twitch.
Selin Devi
Environment Parity Gaps Between Staging and Production
Configuration drift compounds silently until deployment day brings crisis.
Clara Whitfield
Why CI Passing Is Not a Deployment Safety Signal
Pre-merge testing catches regressions, not production reality.
Diego Rossi
Observability as Code Implementation Patterns
Versioning observability configs like code prevents alert fatigue and environment drift.
Rosa Nakamura
Smoke Testing in Production After Deployment
Catch broken deployments in production before real users do, not after.
Rafael Vance