Ilya Brin - Software Engineer

History is written by its contributors

Go Runtime: How GC Impacts P99 Latency in High-Load APIs

2025-12-27 10 min read Go Performance

You have a great API with median latency of 5ms, but P99 suddenly spikes to 500ms? Clients complain about periodic freezes? Welcome to the world of Go Garbage Collector and its impact on tail latency.

In this article, we’ll tackle a real problem: how a 10ms GC pause turns into 500ms latency for users, and what to do to keep P99 latency under control.

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NSQ: The Perfect Message Queue - When Redis Isn't Enough)

Hey distributed systems architect! 🚀

Tired of Redis queues losing messages? Fed up with RabbitMQ’s complexity? Need something that just works at scale? Meet NSQ - the message queue that powers Discord, Bitly, and other high-traffic systems.

While others struggle with queue complexity, you’ll learn when NSQ is not just useful, but absolutely perfect for the job.

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