The number is not a property of your deployment tool. It is your server's available memory divided by what one build takes at its peak, and every answer that skips that division is guessing on your behalf.
So do the division. An install-and-build of a Next.js, Nuxt, Remix or React Router project wants roughly 2 GB of RAM while it runs.
That number is worth being...
A green CI run does not prove that the artifact built from reviewed source matches what production later exposes.
The build job may have produced one directory while the deploy job selected another. A file may have been added after review. The live manifest and representative file bytes may match the digests sealed at build time—or they may not.
I built
I described in my last post what makes and defines a developer community. If you are a developer wanting to run a developer community, or you work in developer relations (DevRel) and you are managing a developer community, what do you need to do in order for that community to thrive? Whilst the topic of this article is ...
I run a content pipeline where AI writes every article — and where AI is, on principle, not trusted. Before any piece ships to our site, it survives more than ninety separate verifications: research checks, fact cross-referencing, a deterministic validator with dozens of rules, integration guards. We never sat down and said "let's build an LLM evaluation harness." We sat down and said "let's no...
When you give a language model the ability to call tools — run code, query databases, browse the web — you've created an autonomous execution surface. Most tutorials skip the part where that surface gets exploited.
This post covers practical steps for sandboxing LLM tool calls before they reach production. No theory: concrete code patterns that limit the blast radius when something goes...
How ten months of AI-assisted Linux administration gradually turned copy-paste advice into direct access to a real server.
I have worked in IT for roughly 30 years. Most of my career has revolved around databases, but for more than a decade I have also administered my own Ubuntu LTS server. It handles backups, media, Hom...