this post was submitted on 11 Oct 2026
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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 ever 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.
Man, my friend said he made a web app. He asked me if it would be secure to deploy. I check the front end and immediately check if his formatting was readable.
Two javascript blocks embedded: one was beautified, normal, tabbed out.
The other block was debeautified, which JS developers do so people can't steal their code (as if that works these days).
I said, "You didn't make this."
"Yeah I did!"
"You used AI."
"But I wrote the prompts!"
"To prompt a computer to steal two separate snippets of javascript from actual developers to achieve the goal.
"Man, this is fine for prototyping, just to demo an idea. But I wouldn't release this to the public, because if I saw that, I am going to use the tools I already have, and my LLM to speed up the actions, and I will show you how hackable the app actually is.
"You didn't make a steak. You ordered a steak and got a McRib with carrots."
He responds, "Does it look ok?"
"Yeah, we can use the css, and we can adjust that as needed, but if your frontend is this sloppy, I wouldn't release the backend and take customer data. Hell no."
What if someone does a copy/paste of a code snippet from a google search and then modified it for their own purposes?
According to the grifters, this is "AI" but it's not and nobody cares. There is no boundary for something that doesn't exist ("AI"). That's fundamental to the grift.