API Monitoring: Metrics, Best Practices, Tools, and Setup Playbooks
Modern systems rarely fail in obvious ways. An API might slow down in one region, return subtly incorrect data after a : deploy, or degrade only under specific traffic patterns. By the time users report the issue, it has often already impacted reliability, revenue, or trust. This is why API monitoring has evolved from a simple uptime check into a core production discipline.