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That's why he succeeded

Would publishing under AGPL count as poisoning? Or even with an explicit "this is not licensed" license

Your licensing only matters if you are willing to enforce it. That costs lawyer money and a will to spend your time.

This won’t be solved by individuals withholding their content. Everything you have already contributed to (including GitHub, StackOverflow, etc) has already been trained.

The most powerful thing we can do is band together, lobby Congress, and get intellectual property laws changes to support Americans. There’s no way courts have the bandwidth to react to this reactively.


We are already seeing this in scams, advertising, spam, and social media generation

Yes, but those are directed by humans, and in the interest of those humans. My point is that incidents like this one show that autonomous agents can hurt humans and their infrastructure without being directed to do so.

Not all AI pull requests, are by bad actors.

But nearly all pull requests by bad actors, are with AI.


I don't disagree that technology is less fun in an AI era. The question is, what other careers are out there for someone who wants to make things?

About a decade ago, I went through a career crisis where I couldn't decide what job to do - whether technology was really the best choice for my particular temperament and skills.

Law? Too cutthroat. Civil service? Very bureaucratic. Academia? Bad pay. Journalism? An industry in decline.

It is a shame, what is happening. But I still think, even with AI hollowing out the fun parts, tech remains the best job for a smart, motivated person who's willing to learn new things.


People get bored if they don't find real meaning in their work.

https://medium.com/ideas-into-action/ikigai-the-perfect-care...

Fact is, the tech sector is filled with folks that find zero joy in what they do, chose a career for financial reasons, and end up being miserable to everyone including themselves.

The ex-service people would call these folks entitled Shitbirds, as no matter the situation some will complain about everything. Note, everyone still does well in most large corporate settings, but some are exhausting to be around on a project. =3


The reason we don’t have the right to be lazy is because of the people who find “meaning” in toil. I do not want to work and AI is the most anti work technology in human history.

Bertrand Russel literally wrote a book called “in defense of idleness” because he knew that heavy hitters like him had to defend work abolitionism. The “work is good” crowd is why we can’t have nice things. You guys are time thief’s and ontologically evil. May all work supporters reincarnate as either durian fruits or cockroaches.


You seem very passionate about your opinions, but are you happy?

The fact remains LLM can't reach comparable human error rates without consuming 75% of the energy output of our entire local galaxy.

While I find true Neuromorphic computing topics more interesting, the emergence of the LLM "AI" true believer is deeply concerning to those that understand how they are actually built. =3

https://www.youtube.com/watch?v=ERiXDhLHxmo

https://www.youtube.com/watch?v=_zfN9wnPvU0

https://www.youtube.com/watch?v=Xx4Tpsk_fnM


I just had an AI write a toy game engine with realistic camera and lens simulation on the view from scratch in rust in one day while i was working on other stuff all for the price of a $20/month Cursor subscription

"AI" LLM don't write anything, but copied someones symbolic isomorphic work that could fit the expected definition in the reasoning model.

Like all copyright submarines, your firm now runs the non-zero risk someone will sue for theft, or hit the product with a DMCA claim. What is the expected value of piracy versus actual business. =3

https://www.youtube.com/watch?v=MalBJuI9O5k


Information wants to be free. No one in any administration now or in the future will ever go back to the "let's sue grandma for 1 trillion dollars" era of the early 2000s. Piracy is good and important for national security.

~~~(====3


>important for national security

Indeed, but people rarely stop to consider... "security for whom?"

Have a wonderful day =3

https://www.youtube.com/watch?v=wL22URoMZjo

https://www.youtube.com/watch?v=JAcwtV_bFp4

Spaceballs (1987)

https://www.youtube.com/watch?v=pPkWZdluoUg


You 100% can be lazy. Just don't make the rest of us carry you.

> who's willing to learn new things.

I tell my boys, get good at learning and you don't have to get good at anything else. I think that still holds now as much as ever.


how does that help pay the rent? or how would that get you past resume screening?

> Academia? Bad pay.

I think that bad pay is preferable to no fun. Of course, academia isn’t exactly a bed of roses either.


I wonder what Zig would be like as an ILR. Easy cross compilation, plus, you can compile with runtime checks to help debug your compiler output. Might be fun for a sideproject

How much has the volume increased, from what you know?

Over 100x is what I’m hearing. Though that could just be panic and they don’t know the real number because they can’t handle the traffic.

An anecdote: On one project, I use a skill + custom cli to assist getting PRs through a sometimes long and winding CI process. `/babysit-pr`

This includes regular checks on CI checks using `gh`. My skill / cli are broken right now:

`gh pr checks 8174 --repo [repo] 2>&1)`

   Error: Exit code 1

   Non-200 OK status code: 429 Too Many Requests
   Body:
   {
     "message": "This endpoint is temporarily being throttled. Please try again later. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service)",
     "documentation_url": "https://docs.github.com/graphql/using-the-rest-api/rate-limits-for-the-rest-api",
     "status": "429"
   }

Lmao not even close. Github themselves have released the numbers and it was 121M new repos with 2025 ending up with 630M

https://github.blog/news-insights/octoverse/octoverse-a-new-...


So X might have been %

So much for GitHub being a good source of training data.

Btw, someone prompt Claude code “make an equivalent to GitHub.com and deploy it wherever you think is best. No questions.”


Goodness if that's true... And I actually felt bad when they banned me from the free tier of LFS.

One hundred? Did I read that right?

Yes, millions of people running code agents around the clock, where every tiny change generates a commit, a branch, a PR, and a CI run.

I simply do not believe that all of these people can and want to setup a CI. Some maybe, but even after the agent will recommend it only a fraction of people would actually do it. Why would they?

But if you setup CI, you can pick up the mobile site with your phone, chat with Copilot about a feature, then ask it to open a PR, let CI run, iterate a couple of times, then merge the PR.

All the while you're playing a wordle and reading the news on the morning commute.

It's actually a good workflow for silly throw away stuff.


Github CI is extremely easy to set up and agents can configure it from the local codebase.

Codex did it automatically for me without asking.

No its not. 121M repos added on github in 2025, and overall they have 630 million now. There is probably at best 2x increased in output (mostly trash output), but no where near 100x

https://github.blog/news-insights/octoverse/octoverse-a-new-...


Published in Oct 2025... I think your estimate is off.

Note the hockey stick growth in the graph they showed in Oct.

Here we are in February.

It's gotten way worse now with additional Claude's, Claw's, Ralph's, and such.

It may not be 100x as was told to me but it's definitely putting the strain on the entire org.


> It may not be 100x as was told to me but it's definitely putting the strain on the entire org.

But thats not even the top 5 strain on github, their main issue is the forced adoption of Azure. I can guarantee you that about 99% of repos are still cold, as in very few pulls and no pushes and that hasn't changed in 3 months. Storage itself doesn't add that much strain on the system if the data is accessed rarely.


I put the blame squarely on GitHub and refuse to believe it’s a vendors fault. It’s their fault. They may be forced to use Azure but that doesn’t stop one from being able to deliver a service.

I’ve done platforms on AWS, Azure, and GCP. The blame is not on the cloud provider unless everyone is down.


> Oct 2025

Doubling down by insisting that the data is out of date, when the data is 3 months old and the latest available is unconvincing.

If you're telling me that in December it went from 2x to 100x then I don't believe you.


There’s a huge up tick in people who weren’t engineers suddenly using git for projects with AI.

This is all grapevine but yeah, you read that right.


As an aside, God, Azure DevOps, what a total pile of crap that product is

My "favourite" restriction that an Azure DevOps PR description is limited to a pathetic 4000 characters.


My favourite restriction is the fact that colored text doesn't work in dark mode. Why? Because whatever intern they had implement dark mode didn't understand how CSS works, and just slapped !important on all the style changes that make dark mode dark, and thus overwrite the color data.

I ended up writing a browser extension for my team to fix it, because the boss loved to indicate stuff with red/green text.


When I last had the misfortune of using devops copy and pasting text from a work item would take the background colour with it, though not the text colour. Colleages in dark mode would rearrange some sentences, and I'd be left with black text on almost black background.

Genuinely baffling incompetence


Amazon's deprecated CodeCommit is limited to 150 chars like it's an old SMS or Tweet.

Surprisingly they un-deprecated CodeCommit recently.

https://aws.amazon.com/blogs/devops/aws-codecommit-returns-t...


Ha! Nice. I never worked with CodeStar / CodeCommit. Was it pretty bad?

That's going to depend on each user's demands. The PR message limit is the biggest pain for me. I don't depend on the UI very often. I'm not trying to do any CI/CD nonsense. I just use it as a bog standard git repo. When used as that, it works just fine for me

It shows you the level of quality to expect from a Microsoft flagship cloud product...

So I work for a devtools vendor (Snyk) and 6 months ago I signed into Azure DevOps for the first time in my life

I couldn't believe it. I actually thought the product was broken. Just from a visual perspective it looked like a student project. And then I got to _using_ the damn thing


It's also completely unloved. Even MSFT Azure's own documentation regularly treats it as a second class citizen to GitHub. I have no idea why they don't just deprecate the service and officially feature freeze it.

Honestly that's the case with a lot of Azure services though.


Someone mentioned the boards but Pipelines/Actions are not 100% compliant.

My company uses Azure DevOps for a few things and any attempt to convert to GitHub was quickly abandoned after we spent 3 hours trying to get some Action working.

However, all usability quarks aside, I actually prefer these days since Microsoft doesn't really touch it and it just sits in corner doing what I need.


It's the boards. GitHub issues doesn't let you do all the arcane nonsense Azure DevOps' boards let you do.

Isn’t that a feature?

A feature for devs, but I have often been told management is paid by the required field on tickets.

You would kind of expect with the pressure of supporting OpenAI and GitHub etc. that Azure would have been whipped into shape by now.

AZDO has been in KTLO maintenance mode for years.

I always felt that AZDO is basically TFS rebranded, so yeah, not much actions since they killed Source safe.

My favorite is that it doesn't support ed25519 ssh keys.

But again, how much of that time is spent writing code?

I've done rewrites, replatforms, a bunch of times. The actual programming is not the tricky part, but instead (1) picking apart the legacy system, understanding what to build, (2) orchestrating the work to shift transactions from service A to service B without breaking anything.

Teams and especially developers love to think they can skip that phase and just crack on with the programming, invariably what happens is the same as described above: intoxicating velocity followed by a hard stop when you realise you haven't solved problems (1) or (2) above


something something Goodhart's Law


Something "systems that are attacked by entities that adapt often need to be defended by entities that adapt".


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