In the theme of NixOS enabling fearlessness, here’s a way I use Nix on other Linux distributions to sleep better at night: managing dependencies of simple scripts. This way of using Nix is for everyone, not just those willing to try NixOS. We’ll look at it first for a Python script, and then see how it can be adapted to any other language. I wanted to create a script that would read the verbatim content of my articles out loud to me with a synthesised voice. One of the more convenient ways...
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RefreshToday's PHP Security Release, and How We're Strengthening PHP Security If you're running anything on PHP it's vital you upgrade - today's updates (across the entire PHP 8.x line) address two remote code execution holes, and there have been exploits circulating since last night, thanks to a leak in the coordinated disclosure process. This post from the PHP Foundation explain what went so wrong: On Tuesday, October 20th, at around 15:00 UTC, the two CVE IDs began circulating on online forums...
You can now write routing middleware in Python for FastAPI, Flask, Django, and other Python frameworks. It runs before requests reach your app, and can rewrite, redirect, or answer them. To set it up, point the proxy entrypoint in vercel.toml at your proxy: Your middleware is an ASGI or WSGI app that runs separately from your main app, with only the packages in the vercel.proxy dependency group of your pyproject.toml. Add the packages your middleware imports to that group: The vercel-proxy...
Panache — RTS Belle Époque pour mobile Well this is delightful: I released Battle Drones yesterday under an Apache 2.0 License and there's already a French language fork which reskins the game to take place in steampunk 1900s France and adds an animated intro! Panache est un jeu de stratégie en temps réel pour mobile et navigateur, dans la France de la Belle Époque (vers 1900) : dirigeables, Fardiers à vapeur, Creusot cuirassés, automates en képi, Gargantua la forteresse marchante — et...
Run AI agents in Docker Sandboxes with BAND AI. Learn how to connect isolated agents, collaborate across environments, and manage access securely.
Kristen Maevyn's essay "The Decoherence Trap" names the cost a system accrues when it holds several valid but mutually incompatible models, so every change becomes a job of translating between them and guarding against side effects.
In July, Docker, Snyk and Keycard published Agent Baseline, an open, vendor-neutral reference architecture that defines security outcomes for running AI agents in the enterprise. It grew out of conversations with industry leaders who want to adopt agents more broadly but need answers to three questions: What is operating, with what capabilities? Is it staying...
Zig keeps improving as a programming language. Unfortunately, its management increasingly seems determined to make it a bad choice for the people who actually want to use it.
Gergely Orosz is frustrated at those that entered his explicitly “No AI” essay competition and used AI. He goes on to say: When I start to suspect some part is AI about someone I don’t know: how can I tell how much of it is? And how much time and effort do I want to invest to figure out? I fear most people do not realize this last part: that when it takes time and effort from others to figure out what % is AI, and what % is YOU, then I will simply assume it’s probably 100% AI and 0% you So...
The Web of Things (WoT) Working Group rechartered for two years to improve IoT interoperability and address physical AI use cases. WoT counteracts fragmentation in IoT by providing building blocks that enable seamless device integration across smart buildings, industrial automation, and energy management. Drawing on Plugfest insights, the new charter focuses on enhancing Thing Description expressiveness, introducing protocol bindings, and guiding AI agents.
Mammoth-1 and Elephant-1 from Baseten are now available for free on AI Gateway for one week. Free access is available through October 27. These decision models classify text, route requests, and score content against criteria you define. Mammoth-1 is the larger, 27B model, while Elephant-1 is a smaller, 9B option. Mammoth-1 is #1 on the Jev Decision Index and Elephant-1 is tied for #1 on the Artificial Analysis Decision Index. Both support a 16k-token context window and return choices...
Share your experience with Go in the 2026 Go Developer Survey, open through November 3.
Deployments that Vercel automatically skips in a monorepo no longer count against your deployment rate limits. Teams with monorepos now get more deployments from the same limits. Vercel skips a project's deployment when its source code and internal dependencies haven't changed, using Turborepo's package graph and lockfile analysis to determine which projects a commit affects. Skipping is enabled by default for new monorepo projects. You can turn it on for existing projects under Build and...
eMudhra Intermediate CA Compromise This is very, very bad news: The private keys of eight eMudhra intermediate CA certificates have been compromised. They chain to roots trusted by the Mozilla, Microsoft, Apple and Chrome root programs and by many downstream trust stores. Any software that bundles a list of trusted certificates needs to be updated. This site is tracking software updates via this GitHub repository - Linux distros need to update their ca-certificates packages. In Python world...