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Custom Metrics Dashboard Backend: How to Compare Cloud and Self-Hosted APIs
A cheap metrics backend can become an expensive rollback dependency if it loses the one distinction needed during a bad notification release. The useful answer is to design the failure signal first: keep a low-cardinality delivery counter for alarms, retain bounded release and channel dimensions…