Github has published some incredible usage rate increase numbers, which they ascribe to the rise of agentic coding. At some point, they are going to have to change rate limits, cut free-tier usage, or find some other path to reducing load. It's clear that their infrastructure can't keep up with this significant increase, and it's unlikely that they're going to just absorb the increased costs themselves. Very curious…
From the GitHub COO on April 3rd: Platform activity is surging. There were 1 billion commits in 2025. Now, it's 275 million per week, on pace for 14 billion this year if growth remains linear (spoiler: it won't.) GitHub Actions has grown from 500M minutes/week in 2023 to 1B minutes/week in 2025, and now 2.1B minutes so far this week. So we're pushing incredibly hard on more CPUs, scaling services, and strengthening G…
Incident with Issues and Webhooks – Resolved
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Re: Incident with Issues and Webhooks – Resolved
#102Github has 84.92% uptime in the last 90 days according to https://mrshu.github.io/github-statuses I don't know how this is even remotely close to acceptable.
It isn't. Lots of unacceptable things going on these days and everyone seems to be accepting them just fine.
Re: Incident with Issues and Webhooks – Resolved
#103Github has published some incredible usage rate increase numbers, which they ascribe to the rise of agentic coding. At some point, they are going to have to change rate limits, cut free-tier usage, or find some other path to reducing load. It's clear that their infrastructure can't keep up with this significant increase, and it's unlikely that they're going to just absorb the increased costs themselves. Very curious…
The same company operates the Xbox network. More daily active users and more events per second
Re: Incident with Issues and Webhooks – Resolved
#104Github has published some incredible usage rate increase numbers, which they ascribe to the rise of agentic coding. At some point, they are going to have to change rate limits, cut free-tier usage, or find some other path to reducing load. It's clear that their infrastructure can't keep up with this significant increase, and it's unlikely that they're going to just absorb the increased costs themselves. Very curious…
For literally decades, I’ve observed that there are systems that make each operation cheap and systems that work hard to scale out. The former frequently seems to wildly outperform the latter. GitHub, for example, seems to implement the main repository /pulls page as a search query, which is hinted at by the prefilled search bar and was mostly confirmed last week when the search backend failed and pull requests didn’…
In other words, a centralized version control system built from the ground up to operate at scale would do far more for scalability than anything GitHub could possibly do to optimize their Git operations. Every major tech company (Amazon, Meta, Google, etc) is already doing something like this internally.
Though this would require people to start using a github-specific client rather than the traditional git+ssh. (Though the github client could still maintain a git repo locally, for compat.)
Re: Incident with Issues and Webhooks – Resolved
#105This is reaching an unacceptable level of performance. There isn't a week that work isn't interrupted by GH.
AI agents have changed the scalability properties of basically the entire internet. It used to be that GitHub could rely on a finite number of people interacting with their platform in real human ways in real observable patterns. So I'm assuming that they scale for those patterns, and optimize for the UI and UX hotspots. But now everyone's got a moltbot running 24/7, sometimes many, and it's completely overloading a…
Re: Incident with Issues and Webhooks – Resolved
#106"Ultimately, if more companies treated the framework as an extension of the application, it would result in higher resilience and stability. Investment in Rails ensures your foundation will not crumble under the weight of your application. Treating it as an unimportant part of your application is a mistake and many, many leaders make this mistake." https://github.blog/engineering/architecture-optimization/bu...
Re: Incident with Issues and Webhooks – Resolved
#107Earlier quoted context omitted.
From the GitHub COO on April 3rd: Platform activity is surging. There were 1 billion commits in 2025. Now, it's 275 million per week, on pace for 14 billion this year if growth remains linear (spoiler: it won't.) GitHub Actions has grown from 500M minutes/week in 2023 to 1B minutes/week in 2025, and now 2.1B minutes so far this week. So we're pushing incredibly hard on more CPUs, scaling services, and strengthening G…
I wonder how many of those actions are really necessary
Re: Incident with Issues and Webhooks – Resolved
#108Github has published some incredible usage rate increase numbers, which they ascribe to the rise of agentic coding. At some point, they are going to have to change rate limits, cut free-tier usage, or find some other path to reducing load. It's clear that their infrastructure can't keep up with this significant increase, and it's unlikely that they're going to just absorb the increased costs themselves. Very curious…
Github naturally scales horizontally. Usage numbers is the PR reason. Vibecoding insanity in Microsoft is the more plausible actual culprit.
Not necessarily, a few years ago they had some crucial information stuck in a single MySQL cluster (so write constrained) and were working on sharding it, but struggling: https://github.blog/engineering/infrastructure/partitioning-...
Re: Incident with Issues and Webhooks – Resolved
#109Re: Incident with Issues and Webhooks – Resolved
#110Github has published some incredible usage rate increase numbers, which they ascribe to the rise of agentic coding. At some point, they are going to have to change rate limits, cut free-tier usage, or find some other path to reducing load. It's clear that their infrastructure can't keep up with this significant increase, and it's unlikely that they're going to just absorb the increased costs themselves. Very curious…
The same company operates the Xbox network. More daily active users and more events per second