Designing a Real-Time Logging API That Handles Millions of Events Per Second

Designing a Real-Time Logging API That Handles Millions of Events Per Second

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As systems scale and become more distributed, the ability to ingest, process, and analyze logs in real-time becomes mission-critical. Logging APIs are not just debugging tools but the backbone of observability, operational intelligence, and security monitoring. But how do you design a logging system that can reliably handle millions of events per second?