Linux

Unless you literally programmed every component yourself, you can't get away from some level of LLM involvement, even if the distro itself bans it. There is no 100% certain way to check code for LLM use. So if a developer doesn't disclose it, and the maintainers accept the code, it's in the official codebase now.

There's a deeper problem though, which is a problem of demarcation. What counts as an "AI contribution" to you? Obviously vibe-coding is. But what about more subtle uses?

What if a developer uses an LLM to read the code and suggest a way to make a certain contribution, but it never actually generates any code, the developer implements the LLM's suggestion completely by hand. Does that count?

What about if a developer hand writes 95% of the code themselves, but that last 5% they aren't as confident in, so they have the LLM generate it. Does that count?

What if an extremely experienced developer uses an LLM to generate 100% of the code, but spends hours going over every single line making sure it is correct and making little tweaks before submitting the code?

What if a developer writes the initial code 100% by hand, and only uses an LLM to go through and optimize the formatting and performance before submitting it?

What if a developer writes 100% of the code by hand, but uses an LLM to generate a bunch of unit tests and documentation?

These are just some of the ways that LLMs can be involved in the process of software development, and most of these wouldn't have any real chance of being caught by a maintainer doing some sort of scan to detect LLM usage.

I'm not saying these uses are or aren't justifiable/acceptable, but my point is it's often not clear what people consider to be "over the line". Almost no experienced devs in the FOSS world are advocating for the 100% vibe-code/token-maxing approach. But lots of them are comfortable with using LLMs in similar ways to what I listed earlier.

The tough truth is that you're almost certainly already using software that has LLM involvement at some level. Short of going full Amish mode, or using completely pre-LLM software in some kind of air gapped setup, you're not going to be able to avoid it.

There will never be an AI free Linux distro again since it's allowed in the kernel. I would certainly prefer to use a distro that doesn't allow vibe coded programs though. That junk is unmaintainable and will be abandoned when the creator can no longer afford the tokens.

Are Anti-AI Linux distributions practical?

It's not possible to have a 100% no-LLM-coding-involved Linux distro anymore now that the kernel itself is welcoming LLM-assisted contributions, but it's still possible to say that everything which the distro produces itself will not use AI.

How can AI commits be responsible?

What Debian means is: by reading what it produces and not just blindly accepting it but having humans review it carefully. The quality of LLM-assisted software is highly variable. Experienced people like Debian and Linux kernel developers are much less likely to publish very bad slop than inexperienced developers who are newly able to make a thing work well enough to ship it.

I am concerned about the extent of Debian's embrace of LLMs but I still have a lot more confidence in them than most other distros (especially small hardcore-anti-AI distro projects lacking sufficient developer capacity to even keep up with security updates).

I expect we'll be seeing lots more things like this non-upstreamable-because-AI hardware enablement and distros like Nura (formerly postmarketOS) will either either adopt more nuanced LLM policies or be forked.

I am doubtful about if there will be any serious distros with hard LLM bans in a few years from now. But also, perhaps the bubble will have burst by then, so hosted inference won't be so cheap and the use of LLMs will probably be quite different.

the primary reason is AI is a thief

This is not the primary reason for most people, I don't think. I think the fact that it increases complexity while reducing human understanding is the biggest problem; it's possible (easy even) now to produce mountains of good-enough-by-many-metrics source code which the person doing the prompting has very little comprehension of. The fact that it is also a plagiarism machine is far less of a problem than this. (There are a litany of other problems too of course, several others of which I would also rate as worse than the plagiarism aspect.)

No. It’s not practical.

No matter how you feel about ai or how you think it is wrong, the increased tempo of bug fixes and security patches necessitates either manpower beyond what is feasible for volunteer projects or the use of ai tools.

It’s an arms race and you can’t opt out without just missing the patch schedule.

The linux kernel is compromised. Lets use NetBSD!

thief

If you advocate for further expansion of "copyright" oppression, you deserve microsoft windows.

Are Anti-AI Linux distributions practical?

No, because there's no such thing as "AI". It's irrational to try to remove something that doesn't exist. People will continue using computers to compute regardless.

On the other hand I don't think developers should accept generated slop. I guess that's what "responsible" means.

I've been using Debian for a long time and honestly, I'm not going to worry about this too much as of today. We got that decision, yes. But I don't think I've seen any consequences, yet. And I always try to judge people by what they actually do. Less so by what they say.

I say that the last word hasn't been said yet. On this whole AI thing. We still got many Linux people who don't really appreciate AI. The entire community isn't really fond of it. We got people who say there isn't a way to make use of it responsibly. I have a hunch there's more to this story. But only time will tell. Until then I'm going to continue using Debian, just like I have for the past 10-15 years. I trust the community distributions, they faced other challenges before. And usually they're not half bad at facing challenges and ultimately doing the right thing.

Doesn't have to be easy. Sometimes we're headed the wrong direction for a while. But what matters IMO is the result. And I'm positive they'll find some way to deal with this. I don't think AI fits Debian's identity at all. Would be a big surprise to me if they don't realize it as well.

Some links to anti-ai digital things:

https://noai.starlightnet.work/list.html

https://codeberg.org/brib/slopfree-software-index

https://www.newinlinux.com/ai-free-linux-distros-open-source-operating-systems/

https://noailist.org/

f-droid repository: https://izzyondroid.org/docs/general/AppInclusionPolicy/#ai-policy

"How did you react to Debian’s decision?"

I deleted it, debian was thankfully not my main, just a backup/something of interest.

The 'vote' itself seemed dodgy, every option was going to ai in some form, or another.

What is this responsible? How can AI commits be responsible? There are thousands of reasons to not use AI, and the primary reason is AI is a thief.

I feel like you aren't actually asking a legitimate question and are just trying to soapbox, but this is covered by Debian here: https://lists.debian.org/debian-devel-announce/2026/08/msg00005.html

As far as what the consequences of failing to follow that policy is, it would be covered under the Debian code of conduct: https://www.debian.org/code_of_conduct_interpretation.html

NOTE: I am not a Debian user. I just performed a basic search to find the answer to that question.

OpenBSD.

Come learn about computo.

Be free with us.

There are a few distros that do reject all AI code, which you can find in these two lists:

https://noai.starlightnet.work/list.html

https://codeberg.org/ethical-foss/open-slopware#linux-based (under the 'Alternative Linux-based operating systems' section).

https://www.debian.org/vote/2026/vote_002#texte

The Debian Project nevertheless expects that all contributions submitted to Debian, regardless of how and with which tools they were produced, satisfy the same standards of quality, correctness, maintainability, and legal compliance. The use of a generative AI tool does not diminish the contributor's responsibility for the work they submit. Contributors are expected to understand, review, test, and, where appropriate, modify AI-assisted output before incorporating it into Debian. Blindly accepting or uploading AI-generated material without appropriate human review is inconsistent with Debian's established development practices. We enourage [sic] our contributors to disclose whether a contribution was made with AI assitance[sic], but do not require them to do so.

Sure but why?

the primary reason is AI is a thief.

That's the least important reason to not use AI. All property is theft, especially copyright!

There is a difference between people using AI to help write/maintain code that they understand, and slopcoding unmaintainable vibe projects.

I think you can see large Linux distributions like a supermarket. In a supermarket, you can find junk food, booze, and pringles, or bio fruits and vegetables which you prepare yourself. Of course there are differences between what different markets offer, but what ultimately matters is what you chose to buy.

Distributions do have mostly influence over their internal build tools, packaging, infrastructural decisions like when to adopt Wayland or the choice of init system. They are unlikely to reject security fixes in the kernel or in a browser just because these contain AI-assisted bug fixes. They do not have real control over upstream development practices.

The above might change if security gets affected by AI slop. For example, Debian is used a lot as a server distribution and security matters a lot. So, it is unlikely to compromise on that.

One can use smaller, more minimalist distributions, or alternatively make minimalist choices in ones own package selection. Or use e.g. not vim but the ai free fork of vim.