Design a Self-Healing Infrastructure Platform — System Design Interview Practice
Design a platform that automatically detects, diagnoses, and remediates infrastructure issues without human intervention, using playbook automation and ML-driven decision making. Work through the requirements, architecture trade-offs, and an interactive design review.
Requirements and concepts to consider
- Detect infrastructure anomalies automaticallyRequirement
- Match detected issues to known remediation playbooksRequirement
- Execute automated remediation actions safelyRequirement
- Implement safety gates before destructive actionsRequirement
- Learn new remediation patterns from operator actionsRequirement
- Handle cascading failures with coordinated responsesRequirement
- Track remediation success rates and outcomesRequirement
- Support rollback of failed remediationsRequirement
- aiopsConcept to explore
- self healingConcept to explore
- automationConcept to explore
- remediationConcept to explore
- infrastructureConcept to explore
- reliabilityConcept to explore