The 10-Layer Monitoring Framework That Saved Our Clients From 3 a.m. Pages

Published: (February 6, 2026 at 03:33 AM EST)
1 min read
Source: DevOps.com

Source: DevOps.com

Overview

A practical 10‑layer monitoring framework for Kubernetes and VM environments that prioritizes what to watch—system, application, HTTP/RUM, databases, caches, queues, tracing, SSL, external dependencies, and log patterns—to prevent outages and reduce noisy alerts.

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