Inside the Event Loop: epoll, kqueue, and io_uring — Why Your Runtime Still Uses Readiness Notifications
Every high-concurrency server you have ever deployed eventually bottoms out at the same place: a call that says “tell me
Every high-concurrency server you have ever deployed eventually bottoms out at the same place: a call that says “tell me
Replica lag is one of those distributed-systems facts everyone accepts in the abstract and nobody plans for in the code.
Every codebase has a logging moment of reckoning. It arrives when someone has to debug a production incident at 2
Continue readingStructured Logging in Go: A Practical slog Field Guide
Every Go program you have ever shipped is a swarm of goroutines multiplexed onto a handful of operating system threads.
Continue readingInside the Go Scheduler: G, M, P, Work Stealing, and Why Goroutines Block Cheaply
Every concurrent program rests on a promise most developers have never read: the language’s memory model. It is the contract
Continue readingGo vs Rust vs Free-Threaded Python: Memory Models Compared
Every team seems to arrive at the same configuration at some point: the database feels slow, someone searches for a
Continue readingConnection Pool Sizing: The Math That Says Fewer, Not More
Offset pagination is the first thing everyone learns and the first thing that falls over in production. The product manager
Continue readingBeyond OFFSET: Keyset Pagination in PostgreSQL That Actually Scales
Most Go services run for months without anyone touching a single GC knob, and that is exactly how the runtime
Continue readingThe Go Garbage Collector in Production: GOGC, GOMEMLIMIT, and Allocation Discipline
One Tuesday your API’s most popular endpoint works fine. Two Tuesdays later, a mobile app that has been calling it
Your microservice takes eleven seconds to answer a request that used to take two hundred milliseconds. The on-call engineer opens