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Cat Links Software Engineering

Inside the Event Loop: epoll, kqueue, and io_uring — Why Your Runtime Still Uses Readiness Notifications

Posted on October 11, 2026October 12, 2026 teliaz

Every high-concurrency server you have ever deployed eventually bottoms out at the same place: a call that says “tell me

Continue readingInside the Event Loop: epoll, kqueue, and io_uring — Why Your Runtime Still Uses Readiness Notifications

Cat Links Software Engineering

Eventual Consistency in Practice: Session Guarantees, Read-Your-Writes, and Bounded Staleness

Posted on October 10, 2026October 11, 2026 teliaz

Replica lag is one of those distributed-systems facts everyone accepts in the abstract and nobody plans for in the code.

Continue readingEventual Consistency in Practice: Session Guarantees, Read-Your-Writes, and Bounded Staleness

Cat Links Software Engineering

Structured Logging in Go: A Practical slog Field Guide

Posted on October 10, 2026October 11, 2026 teliaz

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

Cat Links Software Engineering

Inside the Go Scheduler: G, M, P, Work Stealing, and Why Goroutines Block Cheaply

Posted on October 9, 2026 teliaz

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

Cat Links Software Engineering

Go vs Rust vs Free-Threaded Python: Memory Models Compared

Posted on October 7, 2026October 9, 2026 teliaz

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

Cat Links Software Engineering

Connection Pool Sizing: The Math That Says Fewer, Not More

Posted on October 5, 2026 teliaz

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

Cat Links Software Engineering

Beyond OFFSET: Keyset Pagination in PostgreSQL That Actually Scales

Posted on October 4, 2026 teliaz

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

Cat Links Software Engineering

The Go Garbage Collector in Production: GOGC, GOMEMLIMIT, and Allocation Discipline

Posted on October 3, 2026October 4, 2026 teliaz

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

Cat Links Software Engineering

API Versioning in Go: URL Strategies, Breaking Changes, and Deprecation That Doesn’t Break People

Posted on October 2, 2026October 3, 2026 teliaz

One Tuesday your API’s most popular endpoint works fine. Two Tuesdays later, a mobile app that has been calling it

Continue readingAPI Versioning in Go: URL Strategies, Breaking Changes, and Deprecation That Doesn’t Break People

Cat Links Software Engineering

Distributed Tracing in Go with OpenTelemetry: Spans, Context, and Sampling That Works

Posted on October 2, 2026 teliaz

Your microservice takes eleven seconds to answer a request that used to take two hundred milliseconds. The on-call engineer opens

Continue readingDistributed Tracing in Go with OpenTelemetry: Spans, Context, and Sampling That Works

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