Software Development

867 Articles

From A Ten-Line Script To A Real Utility With Codex

September 3, 2026 by 1 Comment

I’m an experienced programmer, and I’ve worked in many different languages. Sometimes being a programmer is a two-edged sword. You want to accomplish something, and you can do it easily — but it can be a lot of work to do it right. Maybe more work than you want to do.

Normally, I’ll kick out a few lines of script for something I want and be done, accepting that it isn’t production-hardened. This time, however, I decided to try an AI tool to see whether they could do the work I was too lazy to do myself. While I’ve played with chatbots, I wanted to try one of the dedicated coding agents, in this case, Codex. Outside of asking ChatGPT to write a simple function or find the cause of an error message, I haven’t done much coding with AI assistance, so I was interested to see what these agents brought to the table.

A Radio Problem

The problem was simple: I wanted an easy way to put buttons on my Linux desktop that launched Internet radio stations. Sure, I could open a player and paste in a long URL, but I’m far too lazy to remember all those URLs.

I searched for a way to make Shortwave — an Internet radio player — open a URL from the command line. Apparently, you can’t. Google Gemini suggested writing a script that launches cvlc, the command-line VLC player, with the URL as an argument.

That’s easy, so I did it. Of course, then I had to find the stream URLs for all my favorite stations. It turns out that Radio Browser maintains an extensive database of stations. I considered scraping the site or using its API, but honestly, the little script was becoming too much of a project.

Besides, I was already struggling to manage the media player’s lifetime. I didn’t want a new station playing on top of one that was already running, and I wanted a command to stop playback, so the script had already grown larger than I first imagined.

My first version used a temporary file containing the player’s process ID so a future script execution could kill the old player. That usually works, but it isn’t very robust, and I knew it. But how much work did I really want to do here? I decided I had done enough and turned the rest over to Codex, OpenAI’s coding assistant.

Continue reading “From A Ten-Line Script To A Real Utility With Codex” →

ShieldFont: Bludgeoning AI Scrapers That Disrespect Robots.txt

August 14, 2026 by 56 Comments

In the more innocent days of the World Wide Web you could simply put a robots.txt file in the root of your website that search engine indexing bots and similar would consult for the indexing wishes of the site owner. In this brave new world of LLM training data indexing such pleasantries are however rarely respected, leaving site owners to resort to increasingly more involved ways to bludgeon so-called AI scrapers, with ShieldFont being one of the most recent methods.

Its basic functioning is detailed in the white paper, explaining their use of ligatures. These are normally used to join multiple graphemes or letters into a single glyph which are rendered in the final text. By substituting about a quarter of the words in a text with such ligature-based versions in an intelligent, dictionary-based manner, the HTML version – as typically parsed by a scraper – will read as grammatically valid but nonsensical text, while the rendered font version will look normal.

Naturally, there are some disadvantages to this, such as screen readers for the visually impaired needing to also use the rendered font version, and it’s just as effective on legitimate search engine indexing bots. That said, if you apply this to static, archived content, or content marked as ‘do not follow’ in said robots.txt, then it might just be one way to make ChatGPT and friends spit out really funny output in the future now that the novelty of wood glue on pizza and eating rocks has somewhat worn off.

While LLM scrapers can adapt to this by also parsing the rendered text, this makes the scraping effort significantly more expensive. Together with maze traps like Nepenthes and Cloudflare’s offerings that seek to keep these scrapers busy scraping dynamically generated content through infinite linked pages, the tools available to combat the menace of these scrapers keep developing.

DOOM Using Regular Expressions

July 28, 2026 by 16 Comments

Regular expressions (regexes) are an amazingly powerful way to perform operations on collections of e.g. text. Regexss can also be considered to be a programming language, even a Turing complete one. Ergo it’s perfectly acceptable to thus design a way to use regexes to run and play a game of DOOM, as [Artem Lytkin] recently did.

The GitHub project page can be found here, containing the Python-based code that allows the demonstration to run, as well as the other components, including the C runtime and the 96.6 MB text string that defines a CPU’s registers, RAM, a framebuffer, the DOOM engine compiled to this custom CPU’s instruction set and the WAD file for the game itself.

The C-based driver applies the fixed, ordered list of find-and-replace rules to this string, which after more than ten-thousand of such substitutions later results in a single frame of the game. At about 80,000 substitutions per second on the given test system, that gets you to a sort-of playable framerate, even.

Naturally, the practical value of playing DOOM like this is pretty low, but as a demonstration of why regexes are awesome it’s hard to beat.

FreeBSD Just Removed The Last Of Its GPL-Licensed Code

July 28, 2026 by 46 Comments

With a recent change that removed dialog in favor of bsddialog, FreeBSD has now retired the last piece of GPL-licensed code in its base system. Although the impact of this change will be minor for users, it does highlight once again the Open Source divide that has split developers since the 1990s, when [Linus Torvalds] attached a scribbled set of notes to the v0.01 Linux kernel release that would later be replaced with the very similar GPL license and its derivatives.

This history and its impacts are also the subject of a recent video by [Brodie Robertson]. For the FreeBSD project the biggest change here is probably that the entire GNU subtree in the codebase is now gone, As detailed in the video, this is the end of a very long-running project, whereby FreeBSD in its early days incorporated GNU code for userland tools. These components and its replacements are detailed in the FreeBSD wiki.

Naturally, this change has upset some people for reasons best known to themselves, but from a project management perspective this makes a lot of sense. Not having BSD-incompatible licenses like GPL in your source code massively simplifies matters. The main difference being that the GPL is reciprocal, requiring that derivative works also be released under the GPL — a feature that is often at odds with commercial projects. Meanwhile, the BSD licenses merely require the use of BSD-licensed code to be declared.

The upshot of the BSD-license in the case of FreeBSD is that it has found it and its components used in many commercial products, including MacOS/OS X, the PlayStation’s Orbis OS, and of course the BSD networking stack is happily used in Windows, macOS and just about anywhere else. Meanwhile the GPL forced Linksys to open the firmware to its WRT54G series of routers, ultimately leading to the development of OpenWrt and similar projects.

Although the OSS licensing flamewars will likely never end, it’s hard to disagree that FreeBSD is pretty healthy at over thirty years old, even if using it as a desktop OS comes with a few asterisks.

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Codeberg Bans Cryptocurrency And LLM-Generated Code Projects

July 24, 2026 by 88 Comments

Community-led open source project hosting site Codeberg has formally announced that projects whose code is largely or fully machine-generated through LLMs and other ‘AI’ tools will no longer be welcome. This follows on the heels of a similar ban on cryptocurrency-related projects.

The community vote was on two issues, the first being the notion that scraping of project code for the use in LLMs should be forbidden, which was a motion that easily passed. The second motion was on disallowing projects whose code was substantially generated by LLMs like Claude, OpenAI Codex, and similar. This motion passed with 358 in favor versus 144 against.

In the earlier linked blog post the reasoning behind especially this second issue is expanded upon, covering not only ‘license whitewashing’, but also the direct and indirect hardware costs, with the expanding ‘AI’ datacenter hyperscaling having massively increased hardware costs for Codeberg over the past years, as the costs have been largely externalized.

Also covered is the aspect of these LLM-based tools destroying the OSS community, which is something that is backed up by recent studies. Even if we ignore that such LLM-tools are destroying the cognitive abilities of its users, there’s an argument to be made that if LLM-scraping is disallowed, then it’s consistent to also not allow LLM-generated code.

In the Terms of Use you can see these changes, both for LLMs and for cryptocurrency projects.

Thanks to [mk-fg] for the tip.

Sail Virtually Aboard The “Itanic” With IA-64 Emulator

July 20, 2026 by 16 Comments

Intel’s Itanium architecture was an interesting experiment, but it has gone down in history as one of the chip giant’s bigger flops, so much so that it earned the name “Itanic” in the tech press. This is perhaps unfair, considering it did limp on until a quiet EOL in 2020. We didn’t know anyone missed it, but perhaps it was more the technical challenge than nostalgia for obsolete server hardware that led [Yufeng Gao] and [gdwnldsKSC] to spin up an instruction-set translator for the late, lamented, IA-64 architecture.

Note that it’s very much in alpha, version 0.1, so don’t expect all the things. Neither HP-UX and OpenVMS will boot, which is a pity since Itanium’s great success was arguably winning those OSes and thereby killing the bespoke architectures HP and DEC had at the time. Gentoo can get to a shell, as long as you use Kernel 6.6 or older, and Windows Server 2003 and XP-64 both apparently boot.

It’s not incredibly performant, with 486-level speeds when running on Ryzen 5000 series hardware, but then, it is a 64-bit hardware being emulated here, and pretty weird hardware at that. Itanium’s Very Long Word Instruction architecture was notoriously hard to program well. Specifically, it was hard to compile optimized programs for, so we expect optimizing an emulator is going to be similarly difficult. That’s why this is so impressive, even at this early stage.

The late, unlamented Itanium is probably one of the few systems not in the Virtual OS Museum, but perhaps eventually this project will change that.

via Raymii.org

QT6 Brings BASIC To The Web Browser, Or Your Computer

July 19, 2026 by 13 Comments

In the old days, you either swore by BASIC or you swore at it — but just about everybody got their start on the educational language. Nowadays, the kids are learning Python, but there’s a case to be made for BASIC — either for education, or just for nostalgic fun. BASIC-256 fills that niche, and now that it’s being ported to the oh-so-portable QT6 by [UglyMike], there’s even a webAssembly version that will let you run BASIC in your browser.

This version of BASIC is based on KidBASIC, which was aimed at the educational market. It’s got some handy-dandy graphics routines, 64-bit variables, and other quality-of-life features you can find in the docs. The new port is multi-platform, though the MacOS version has only been compiled for Apple Silicon — less of an issue than it used to be — and the web version naturally can’t get access to hardware for, e.g., serial ports, so it is somewhat more limited than a full install. There’s a second ARM build for Raspberry Pi along with the ubiquitous x86, but the project is open source, so if you really want to run this on an UltraSPARC system, you are welcome to compile it there. That said, this is a beta version, and the dev is actively looking for problems — so give it a go and let them know.

This isn’t the only open source BASIC out there — even Microsoft released their source code, at least for the 6502.

Thanks to [UglyMike] for the tip!