The Architecture of Scale: Rebuilding Observability Three Times Over

The evolution from basic monitoring to a sophisticated observability stack reveals how unified data and strategic migration patterns are essential for managing thousands of VMs. This journey provides a blueprint for engineering teams to overcome technical debt while scaling infrastructure visibility.