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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
A moderation queue in a media product has a cost shape that surprises people the first time they graph it: the median report is about thirty tokens, a
Your CLI tool needs the user's API key. It has to come from somewhere, and it has to survive between runs, so the obvious move is to ask once and writ
Port scanning is bread-and-butter for network security work — auditing your own infrastructure, running authorized penetration tests, or building auto