Hybrid monitoring requires a platform that ingests data from all environments and presents a unified view, plus consistent metrics and naming conventions across sites. Most enterprises end up consolidating on one observability platform rather than maintaining separate tools per environment because the operational overhead of multiple tools quickly becomes unmanageable. The consolidation is one of the harder but most impactful operational projects in a hybrid environment.
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