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Introduction AI-generated Go code is a double-edged sword. On the surface, it compiles, passes tests, and appears functional. But dig deepe
Welcome to Part 1 of the Go Distributed Systems Lab series! Over the course of 20 hands-on projects, we are building core distributed systems primitiv
Introduction Hello!!! So I decided to learn a bit more about CI/CD pipelines, and what better way to learn about them than to create your
Short answer: one API key can authenticate speech-to-text plus transcript summarization, but schedule a tenant-scoped workflow and account for each mo
Short answer: an EU startup should choose a speech-to-text API by the effective cost of an accepted transcript, not the advertised per-minute rate. Sh
Dagster doesn't expose a /metrics endpoint out of the box. The officially documented way to get Dagster metrics into Prometheus is the dagster-prometh
Short answer: moderate each text prompt with a structured chat classification before image generation, then enforce the returned labels with determini
Every few weeks, a form lands in my inbox that needs a signature. A lease renewal, a contractor agreement, a form for the bank. And every time, the ro
Cold Start Arithmetic: Why Your Lambda-Backed Go Service Is Slower Than You Measured
Yesterday Google published "Why Go is an Ideal Language for AI-Assisted Software Engineering" — arguing that AI shifted the bottleneck from writing co
Why I Brought React-Like Hooks to Retui I didn't set out to copy React. I set out to stop writing terminal apps the way I'd been writing th
Running an ISP or public Wi-Fi hotspot in Kenya is more than putting up a router and connecting customers. You need to manage customers, internet pac
In May 2026, Perplexity open-sourced an internal security tool called Bumblebee, and within a week it had crossed a thousand GitHub stars. It's now
The pitch sounded simple: take a well-known open-source library, port it to a new language, prove it behaves identically. Port Mortem 2026. 72 hours.
Google just published a detailed argument for why Go is uniquely positioned to become the dominant language for AI-assisted software engineering — and
Every "upgrade this now" list I have seen ranks end-of-life software the same way: count the CVEs published since the version stopped receiving fixes,
Use one OpenAI-compatible HTTP endpoint for text-to-image, keep the provider in a config string, and keep a second SDK out of the service. That is the
A look at interpreted decay, 64-bit word packing, and how to track frequency in nanoseconds with zero background cleanup. The Real-World
Short answer: for a marketplace that generates images from text, choose an image API behind an application-owned prompt-safety contract, use a chat mo
En Semaine 2, on a posé le même POST /register en Express et en Go, côte à côte. Un fil est resté volontairement tendu : if err != nil partout, une er