GitHub Actions and Pages are experiencing degraded availability
https://www.githubstatus.com/incidents/qcvjkzcs7j74We're a good year+ into the use LLMs for all major bits of software that we all rely upon and GitHub here is down to one 9 of uptime. I've been using GitHub for a _long_ time, my first commits there go back to August 2009!, and I honestly don't recall GitHub going down as much as it has in the last year.
I'm sure there's other things happening in the background, but I can not help but believe that this is directly correlated with the increase of LLM usage.
Though I would love to hear someone else's pet theory how a rock of the internet went from four+ nines of uptime to maybe one.
As someone who has spent many years working in high load environments, this is not an uncommon pattern.
You design a system and it works great. It can handle failures, load spikes, it is horizontally scalable, things are great. You think you figured it out.
And then load keeps increasing and you suddenly hit a tipping point where everything keeps failing, and you cant keep up. The things that you thought were perfectly horizontally scalable turn out to have a bottleneck you didn’t even think about until you got to a truly massive scale. Your systems suddenly don’t have the excess capacity to handle load spikes or catchup work, so suddenly any failure cascades and recovery is more and more difficult. You can’t solve the problem with additional hardware, and your perfect scalable design actually can’t scale any more.
This doesn’t have to be about GitHub using LLMs in their code to still be related to LLMs. GitHub gets a lot more commits now because of LLMs and probably get a lot more reads because of LLMs as well.
It could be that the extra usage just pushed them past one of those capacity thresholds.
If I had to guess it's because Github is sitting on top on infrastructure held up by toothpicks and duct tape
GitHub Will Prioritize Migrating to Azure Over Feature Development - https://news.ycombinator.com/item?id=45517173 - October 2025 (63 comments)
I'm really kind of surprised they let us do that - like, why didn't they just have you upload the binaries after building on your local machine?
Though I'm sure some of the blame can go to internal slop code.
I thought they should rename to Anglia Busways and have bus replacement trains instead.
I have sympathy for the on-call team trying to resolve it, most of us have been there done that.
But seems something is systematically going wrong at GH
This is no surprise given standard Microsoft operating procedure - https://news.ycombinator.com/item?id=47616242
Their MO was to court an executive and sell second-rate tools to them before the people who had to use them had a chance to say anything. It doesn't matter how much evidence you can provide to the contrary, once the million dollar deal is signed, you are going to be tasked with finding reasons to say that your executive was shrewd for buying this pile of junk and unfulfilled promises, and not an insane idiot sucking away your job satisfaction as fast as they can.
They did a lot of deals based on how their products would have features their competitors already have 'soon' when they haven't even started them, and a long track record of taking 3 major releases to get from something to good, and then breaking everything again by doing a 4th major release that re-imagined everything and made it horrible again.
I'm not going to claim that Apple was or is a panacea. Apple doesn't use vaporware which is big, and their Cycle of Awful is 2 releases instead of 3. You could afford to skip 1 waiting for the next even-numbered version, instead of being 2 versions behind and getting pressed to upgrade.
If the scheduling was self hosted it would be inexcusable but you can always just connect whatever you want to webhooks.
They have a strong motivation (self preservation) to continue to misunderstand the problem. If they did what is best for us, then we could avoid a substantial fraction of all GH subscriptions by using a FOSS tool to hit the Pareto frontier by replicating just enough GH services to watch commits and PRs.
Sitting on Github these days is the same as sticking to twitter a decade ago, expect next mecha hitler, I suppose.
This is annoying and I'm here because it's down. But it would have to be far worse to come close to actually being worth changing.
If I could right now:
1. go sign-up elsewhere 2. Log into GitHub and point Actions to that new host 3. All my actions files immediately worked without question
I'd probably give it a spin and make a wiki page explaining how to swap back and forth. No meetings. No design issues. No scheduling. Just a flip switch on who to pay for computers.
I think people were so excited to move away from jenkins to something 'managed' just because of how much a dinosaur jenkins is and how much a pain in the ass it is to upgrade it... but now we are seeing how managed can bite you in the ass if the manager is incompetent.
But for people who either don't pay anything at all or phenomenal amount one 9 of up time is all you need.
If you're actually trying to run a business I guess you can call and gitlab and get an Enterprise contract
This is a man who's spent a significant portion of every day for the last 15 years on GitHub.
This is multiple times this month that this has been a problem.
Has GitHub completed it's internal migration to Azure yet? Or is it still ongoing? None of our devs want to switch away from GH, but we will have to at this point.
Step one - migrate my build workflows to Docker.
My Github actions are now basically: "checkout / set env vars from secrets / docker-compose builder run make".
I used large machine runners to run full the Docker (Podman actually) on Github first to avoid dealing with docker-in-docker complications. This step also provided some very nice robustness advantages, as I can now trigger deployments from my laptop if needed.
Step two:
Migrate to self-hosted runners. I used my former homelab server to set up a build machine. It has 16Tb of fast NVMe SSDs and thanks to Podman container layer caching, my entire lint workflow now takes 30 seconds. Faster than just one "npm install" on Github before.
And Github's self-hosted runners are actually surprisingly easy to set up and use. They are also somewhat more robust.
Step three:
Swap Github for something else.
Nobody cares about ATProto or whether your commits are a damn NFT or some bs just literally improve upon the experience.
That’s it.
It’s as if no company is focusing on the product experience or anybody’s experience anymore. It’s all ooo look what I got I got this I can do that too me me me but nobody will ever buy that.
Say what you want about huge companies like Microsoft or Walmart but they spend a lot of energy understanding the human experience to sell products and less on their own perceived self-aggrandizement.
GitHub is the best version control online and it’s not even close.
Github is just the laziest default. It's not _terrible_, but it's also not great.
Now I'm stuck twiddling my thumbs with PR checks stuck/failing...
We have many agents per employee working in parallel pushing way more commits than was humanly possible before AI, triggering GitHub actions a lot more than the workflows were built for, causing Actions costs to escalate (they really aren't cheap if you compare to hosting it yourself), meanwhile working with YAML workflows is just a pain, and just writing code would be so much more fun and AI compatible[1].
At the same time, GitHub has about ~3 different PR review UIs? And they're all half-bad? Any decently sized PR triggers their "optimized for large PRs" UI which jumps around randomly in my experience. If you don't get that UI and keep the scrolling one (there's an old and a new one btw) then god forbid you click a line number because at some point your browser will randomly scroll back to that line and it won't unstick. Now Linear[2] (and others) is replacing the PR review experience for the agentic era.
I'd love to see a solid AI first Git + CI + reviews.
[1] Cloudflare CI https://blog.cloudflare.com/ci-workflows/
[2] Linear PR reviews https://linear.app/changelog/2025-01-23-pull-request-reviews
I'd love to know what the most common root causes for these outages are.
I'm not sure why this particular industry is so abysmal at making things even semi-reliable after decades of research, educated workforces, and loads of cash.
Aug 06, 2026 - 16:27 UTC - Update - Pages is experiencing degraded performance. We are continuing to investigate.
Aug 06, 2026 - 16:19 UTC - Update - Pages is operating normally.
Especially troublesome in the middle of trying to fix a high score security vulnerability when the release vehicle is Github.
Also, doesn't even have RAG offering.
Maybe they're hosting in us-east-1 though :)
Even self-hosted runners are impacted.... How can that be?
The cost of this globally has got to be in the hundreds of millions to companies that use CI/CD through GitHub Actions. What if prod is broken and GitHub actions is stalling the deployment of your hotfix? What if this makes your organization miss and SLA and diminish user trust? What if this makes you miss a release that you were contractually obligated to meet? This is happening during peak dev hours on a Thursday (not that it would be acceptable at any other time).
I don't understand how a service this critical to the global technical infrastructure can fail like this at all, let alone for more than a few hours. Like where's the backup generator for crises like these? You can't even use self-hosted runners? WTF? Like how can you not bring your own backup in a crisis event like this?
Not that Microsoft has a good reputation, but holy moly, you'd think they would prepare from something inevitable like this.
The fix is merged, but won't deploy... it's been hours
Thankfully it's a batch job, and isn't interrupting production ATM
Seems like the only reliable way to run GHA jobs is to not use their runners. Hope they at least didn’t break self-hosted runners operations
I was complaining about how I should have used AI instead of manual brainwork for this instead but turns out that might have been the problem.
It was before it became a news and a trend in X.
Really frustrating experience.
Or has Microsoft made sure (through Windows licensing terms and pricing) that it's not possible to compete with their own CI offering?
Edit: CircleCI seems to offer 750 minutes/month (whereas GitHub offers 1000 minutes/month).
If you implemented a tool and it worked one time for your presentation to management that's all that mattered.
The actual company employees using it downstream in prod basically had to constantly QA the alpha software they were forced to use and the authors of the tool were hard to track down if they even still worked there. And if you did find the author or the team they would be very resistant to admitting there was an issue because it LOOKED bad.
So many tools I used were fragile and buggy, it was clear the authors just presented the happy path to management to get the note added to their promotion packet and the rest of the company just had to deal with the fallout.
My team implemented this product that the entire company used that was broken and buggy as hell but they kept presenting the product to management as this amazing product and nothing was ever done about how broken it was. One of my team members came from Apple and said Apple's tool to do the same thing was much better. The tool my team worked on was a well known pain point amongst the rank and file but management was very detached from the rank and file, which I guess ultimately was the primary problem.
If Github is having the same issues I feel for them.
Is the AI slop that bad? Culture change?
point clanker to forge.smol. ai/llms.txt
for now its just a fast agent native git remote and u can check docs for the extras.
There is no better time to self-host.
Honestly I dont think I've seen a tool I used regularly with such a moat lose it simply because they cant keep the service up. Also its hard to not see a pretty strong correlation between a bunch of these big companies doubling down on AI and just having their service go to s%#$. We've had similar issues with Digital Ocean recently, which is pretty lined up with them adding a bunch of "inference" services and rebranding the site to add all the "agent" marketing slop. Looking to move to Hertzner when the time allows.
After 6 years of this nonsense of "centralizing everything on GitHub", it is not a good idea at all.
You might as well self host like I said before [0].
I'm genuinely curious what changed, what their processes are and how they internally think about their reputation being in the gutter with all these incidents.