System Design Interview Roadmap

System Design Interview Roadmap

Health Checking in Distributed Systems

Issue #122: System Design Interview Roadmap • Reliability & Resilience

Aug 31, 2025
∙ Paid

What We'll Learn Today

  • Health Check Types: Shallow, deep, and dependency-aware checks

  • Failure Propagation: How unhealthy services cascade through systems

  • Circuit Integration: Health checks as circuit breaker triggers

  • Observability Patterns: Monitoring health across service meshes


The Silent Killer of Distributed Systems

Your payment service appears healthy—CPU at 30%, memory stable, responding to pings. Yet customers can't complete purchases. The database connection pool is exhausted, but your health check only validates the HTTP listener. This scenario reveals health checking's hidden complexity: distinguishing between technical availability and business capability.

Netflix discovered this during a major outage when their recommendation service passed all health checks while silently failing to connect to their user data store. Traffic kept flowing to broken instances for 23 minutes because shallow health checks missed the critical dependency failure.

The Health Check Spectrum

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