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Incident Response and Runbook Design Questions

Covers the design and operation of incident response programs and the creation and maintenance of actionable runbooks and playbooks for production systems. Candidates should be able to explain the incident lifecycle from detection and classification through investigation, escalation, remediation, and post incident analysis. Topics include severity definitions and assessment, escalation procedures, team roles and responsibilities, communication protocols during incidents, on call rotations, alert triage, and coordination across teams during outages. Also includes designing automated remediation steps where appropriate, integrating runbooks with monitoring and alerting systems, maintaining playbooks for common failure modes such as malware, data exfiltration, denial of service, and account compromise, and conducting blameless post incident reviews and continuous improvement. Candidates should be able to discuss metrics for measuring response effectiveness such as mean time to detect, mean time to repair, and response success rate, and describe approaches to improve those metrics over time.

MediumTechnical
71 practiced
Design a small retrospective experiment to prove that adding an observability dashboard for a critical path reduces MTTD. Define hypothesis, experiment duration, control vs experiment groups, metrics you'll collect, and thresholds for success.
HardTechnical
72 practiced
Compare storing runbooks in plain wiki pages, storing runbook-as-code in git, and using a dedicated runbook platform (runbook-as-a-service). For an enterprise with strict audit needs and hundreds of teams, recommend one option and justify trade-offs including discoverability, versioning, access controls, and integration with incident tooling.
HardTechnical
79 practiced
Design an audit and compliance playbook for incidents that involve regulated data (e.g., PCI, GDPR). The plan should include evidence retention, notification timelines, roles for compliance and legal, documentation standards, and how to demonstrate remediation to auditors.
HardSystem Design
66 practiced
Propose a process and technical design to safely rotate secrets used inside runbooks across hundreds of services without causing downtime. Include staging, canaries, gradual rollouts, feature flags, and verification steps to confirm rotation succeeded.
MediumTechnical
61 practiced
You need to integrate runbooks with monitoring and alerting systems so that an alert can suggest the correct runbook and optionally trigger automated remediation. Sketch an integration design that includes monitoring (e.g., Prometheus/CloudWatch), alert router (e.g., Alertmanager), incident platform (e.g., PagerDuty), runbook store, and an automation executor. Include how you match alerts to runbooks and how you handle false positives.

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