Monitoring reliably at scale

· Airbnb · May 5, 2026, 5:32 p.m.
Summary
This blog post discusses the challenges of ensuring reliable observability in large-scale systems like those at Airbnb, particularly when circular dependencies in monitoring systems can undermine their effectiveness during outages. The author shares insights into overcoming these challenges by isolating compute on dedicated Kubernetes clusters, rethinking networking by decoupling from service meshes, and implementing meta-monitoring strategies. These practices not only enhance the reliability of monitoring systems but also ensure they remain functional during incidents, ultimately improving incident response and system trustworthiness.
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