alt.hn

3/25/2026 at 6:16:40 PM

90% of Claude-linked output going to GitHub repos w <2 stars

 https://www.claudescode.dev/?window=since_launch

by louiereederson

3/25/2026 at 8:45:07 PM

Perfect example of a base rate fallacy - https://en.wikipedia.org/wiki/Base_rate_fallacy

What percentage of GitHub activity goes to GitHub repos with less than 2 stars? I would guess it's close to the same number.

by Aurornis

3/25/2026 at 8:46:49 PM

My reaction as well -- I have a few dozen public repos of 100% human-written code, most are 0 stars!

by levocardia

3/25/2026 at 8:56:31 PM

The first thing I do when I make a new repo is star it myself ;-)

by nickcw

3/26/2026 at 5:09:44 AM

I think this is best practice.

by jrod87

3/26/2026 at 8:27:37 AM

Didn't know I could do that, I assumed it wouldn't be permitted.

This likely tripled the amount of stars I have.

by cess11

3/26/2026 at 4:39:01 AM

Half way there

by snthpy

3/26/2026 at 10:17:26 AM

Tell me about it!

by bingemaker

3/25/2026 at 10:05:49 PM

I have a few dozen org repos, of course none of them have stars, who stars their corporate repos?

by sleepybrett

3/25/2026 at 11:31:15 PM

> who stars their corporate repos?

workers on the management track

by blitzar

3/26/2026 at 2:44:24 AM

We need to have a talk about your pieces of flair.

by tclancy

3/26/2026 at 1:00:05 PM

Starring GitHub repos considered harmful.

by SegfaultSeagull

3/26/2026 at 10:42:03 AM

My private repos also have 0 stars!

(But I don't use AI on them.)

by red_admiral

3/25/2026 at 9:03:11 PM

The actual number is that 98% have less than 2 stars (0 or 1). About 90.25% has zero stars.

by tlogan

3/26/2026 at 6:15:32 AM

So Claude repos are statistically more likely to have stars than the average GitHub repo. Not the conclusion the headline was going for.

by driftnode

3/26/2026 at 12:58:40 PM

But the header is just "90% of Claude-linked output going to GitHub repos w <2 stars". No conclusion, just some random fact.

The problem is that this title is editorialized, and the fact is cherry-picked. Why not =0? Why not >1000? This is just a dashboard, it highlights "Interesting Observations", but stars statistics is not there.

by Lockal

3/26/2026 at 4:54:05 AM

Sounds like Claude commits are, on average, going into higher visibility repositories than humans… maybe the author would like to reconsider their approach?

by GorbachevyChase

3/26/2026 at 1:38:40 PM

Well, you can't reconsider your approach when you don't like the results.

If anything, the fact that this is what he arrived at, even when starting with the opposite position, is proof of the validity of this result.

by alberto467

3/26/2026 at 12:36:46 PM

Yes, stars can mean a lot of things.

- visibility

- popularity (technical, domain, persona)

- genuine utility

- novelty

...

There are also plenty of super high utility repos that are widely used (often indirectly), but don't have a lot of stars, or even a meagre amount.

Also there is the issue of star != star, because it's not granular.

It's similar to upvotes on general social media platforms. Everyone likes cute cats doing funny things somewhat, but only few people appreciate something that's more niche but way more impactful, useful or entertaining (or requires some effort to consume), but those who do, value it very highly. But the same person might use the same score (single upvote) for a cat video and a video that they value much higher.

by dgb23

3/25/2026 at 10:13:11 PM

I think this is useful in answering the grandparent comment's question:

stars : uniq(k)

1 : 14946505

10 : 1196622

100 : 213026

1000 : 28944

10000 : 1847

100000 : 20

by ZeWaka

3/26/2026 at 2:25:58 AM

each line (mostly) being equal length provides me an odd comfort

by dijksterhuis

3/26/2026 at 3:29:27 AM

power law distribution ~1/x I think

by roywiggins

3/26/2026 at 10:43:11 AM

Zipf's law?

by red_admiral

3/26/2026 at 5:31:51 AM

only 80 more repos need 100000 stars and all lines would be equal! e.g.

1 : 14946505

10 : 1196622

100 : 213026

1000 : 28944

10000 : 1847

100000 : 100

by brtkwr

3/26/2026 at 10:24:47 AM

you would lose 80 repos from "10000 : 1847" also in that case.

by dosshell

3/26/2026 at 12:20:49 AM

interesting that you only need ~150 stars on a project for it to be in the top 1%

by nikcub

3/26/2026 at 12:02:24 PM

Let's establish a roving band of ~150 GitHub users that go around 1% things.

by bombcar

3/25/2026 at 11:40:52 PM

You should check recent commits, because obviously there are a lot of forked 0 star repos.

by jwpapi

3/25/2026 at 10:07:31 PM

[flagged]

by Bratmon

3/25/2026 at 11:28:12 PM

It is relevant because if the vast, vast majority of repos have 2 or less stars then it's not that weird that a great deal of repos linked are, too, 2 or less stars.

by Levitz

3/25/2026 at 11:12:18 PM

[flagged]

by hluska

3/26/2026 at 3:24:11 PM

OP. I'm not a confident SQL user so encourage someone to double check this. From what I can tell have been 2.21x10^12 additions on GitHub in total, 6.36x10^11 of which are in repos with 2+ stars. That's about 29%. People earlier were comparing the star distribution of repos which is not really what this is about - it is about OUTPUT, as measured by additions.

Interestingly, there are 21.37b commits in GitHub, implying 104 additions per commit. Per the dashboard, Claude is linked to 20.81m commits and 50.44b additions - or 2,424 additions/commit. So additions for Claude-linked repos is higher, and it's actually higher for repos with 0-1 stars (2,568 additions/commit for Claude, 91 for all GitHub). None of this is a smoking gun but aligns with the intuition that Claude is producing enormous amounts of code. TBD whether it is 'adding value'.

Would be appreciative of anyone who verifies/invalidates this. https://play.clickhouse.com/ https://ghe.clickhouse.tech/#clickhouse-demo-access

by louiereederson

3/25/2026 at 9:22:59 PM

Yeah. Most of my public repos have 0 stars. Most of what I write sucks.

by ttul

3/26/2026 at 12:33:35 AM

GitHub Stars (or any online 'star count') is not an indicator of quality.

by ryandrake

3/26/2026 at 8:19:40 AM

> not an indicator of quality

I mean, it’s an indicator. Just not a definitive—or individually sufficient—one.

by JumpCrisscross

3/26/2026 at 2:13:02 PM

Stars occasionally correlate with quality but more often it's timing and naming. I have a total of 40k stars on GitHub, and I know the code is shit in most of those repos (many written back when I was 16-18 as I was just learning to code). Jumping on hype trains before they start is how you get stars.

by acheong08

3/25/2026 at 9:43:34 PM

Yeah, but knowing something sucks means you are probably reasonably competent at coding. =3

https://en.wikipedia.org/wiki/Dunning%E2%80%93Kruger_effect

by Joel_Mckay

3/26/2026 at 3:15:02 AM

No it doesn't. The people with the lowest self perception also have the lowest actual skill. Look at the chart:

https://en.wikipedia.org/wiki/Dunning%E2%80%93Kruger_effect#...

by josephg

3/26/2026 at 6:09:12 AM

I guess you linking to it was a self fulfilling prophecy

If you read your own reference (not the picture, but where you took it from on Wikipedia) really really carefully, you might be able to tell why it so perfectly applies to you

The person with little knowledge overestimates they're capability, and the person which actually knows how complicated [the thing] is , usually isn't as confident they mastered it.

Your take on that makes absolutely no sense

by ffsm8

3/26/2026 at 8:25:48 AM

You’re talking about a confidence and ability gap. I have heard of the Dunning-Kruger effect. I accept all of that.

But the claim above was that having low confidence was correlated to higher skill. Ie, skill and confidence are anti correlated. The chart does not show that. The lowest data point for confidence is the point on the left of the chart. This is also the data point corresponding to people who have the least competence. Having low confidence is not evidence that you’re secretly an expert. Confidence and competence are still positively correlated according to that chart.

The Dunning-Kruger effect is not so strong that there are scores of novices convinced they are experts in a field. But in your case, I admit the data may not tell the full story.

by josephg

3/26/2026 at 9:29:19 AM

"Nor would a wise man, seeing that he was in a hole, go to work and blindly dig it deeper..." ( The Washington Post dated 25 October 1911 )

"Baloney Detection Kit"

https://www.youtube.com/watch?v=aNSHZG9blQQ

Best regards =3

by Joel_Mckay

3/26/2026 at 3:24:46 AM

That isn't what that shows, and the article you linked to even warns:

> In popular culture, the Dunning–Kruger effect is sometimes misunderstood as claiming that people with low intelligence are generally overconfident, instead of denoting specific overconfidence of people unskilled at particular areas.

Dunning-Kruger has also been discredited with suggestion they may have been over confident themselves:

The Dunning-Kruger Effect Is Probably Not Real (2020) https://www.mcgill.ca/oss/article/critical-thinking/dunning-...

Debunking the Dunning‑Kruger effect – the least skilled people know how much they don’t know, but everyone thinks they are better than average (2023) https://theconversation.com/debunking-the-dunning-kruger-eff... the Dunning‑Kruger effect – the least skilled people know how much they don’t know, but everyone thinks they are better than average

by gnabgib

3/26/2026 at 11:43:28 AM

Are you replying to the wrong comment? The person you're responding to seems to make the same point

by flexagoon

3/26/2026 at 7:16:35 PM

Self-reported studies are arguably weaker evidence, but are common in some areas for ethics reasons. In general, if errors are truly random, than they will cancel out over larger/frequent population samples.

The study conclusion inferred the skills needed to be effective at some task, are the same skills needed to correctly evaluate if you are actually proficient at the same tasks.

Or put another way, the <5% population of narcissists by their nature become evasive when their egos are perceived as threatened. Thus, often will pose a challenge in a team setting, as compulsive lying or LLM turd-polishing is orthogonal to most real world tasks.

People are not as unique as they like to believe, and spotting problems is trivial after you meet around 3000 people. Best to avoid the nonsense, and get outside to enjoy life. Have a great day =3

by Joel_Mckay

3/26/2026 at 6:38:52 AM

No idea why we all get negative karma on this thread, as I do respect a cited source opinion even if we disagree. Do have a look around for papers rather than editorialized content in the future, and note account LLM agent output is a violation of YC usage policy. Have a great day =3

https://arxiv.org/abs/2505.02151

by Joel_Mckay

3/26/2026 at 10:11:37 AM

Even if you're not correct, I respect your positivity and constructive attitude

It's good to raise people's expectations of themselves

by alickz

3/26/2026 at 7:54:14 PM

Self-reported studies are arguably weaker evidence, but are common in some areas for ethics reasons. In general, if errors are truly random, than they will cancel out over larger/frequent population samples.

The study conclusion inferred the skills needed to be effective at some task, are the same skills needed to correctly evaluate if you are actually proficient at the same tasks.

https://arxiv.org/abs/2505.02151

If the data infers another explanation is more applicable, than I'd be interested in the primary papers/studies the editorialized opinion seems to have omitted. =3

by Joel_Mckay

3/25/2026 at 10:53:14 PM

Doesn’t matter if the recruiter doesn’t call you back because you’re not a 1000x engineer.

by strongly-typed

3/25/2026 at 11:21:02 PM

Why would anyone settle for underpaid positions from an agency taking a 7% contract cut, and purging CVs from any external firm also contracting with their services.

Most people figure out this scam very early in life, but some cling to terrible jobs for unfathomable reasons. =3

by Joel_Mckay

3/26/2026 at 1:11:44 AM

> Why would anyone settle for

The answer to such questions is always that, given their circumstances, they have no realistic choice not to.

This is very obvious, and it's frustrating to continually see people pretend otherwise.

by akoboldfrying

3/26/2026 at 2:07:40 AM

> they have no realistic choice not to

If folks expect someone to solve problems for them, than 100% people end up unhappy. The old idea of loyalty buying a 30 year career with vertical movement died sometime in the 1990s.

Ikigai chart will help narrow down why people are unhappy:

https://stevelegler.com/2019/02/16/ikigai-a-four-circle-mode...

Even if folks are not thinking about doing a project, I still highly recommend this crash course in small business contracts

https://www.youtube.com/watch?v=jVkLVRt6c1U

Rule #24: The lawyers Strategic Truth is to never lie, but also avoid voluntarily disclosing information that may help opponents.

Best of luck =3

by Joel_Mckay

3/25/2026 at 10:56:48 PM

+1 star for ttul

by racl101

3/25/2026 at 10:41:22 PM

Off topic, but it reminds me of another principle: every geographic heatmap is just a population map. https://xkcd.com/1138/

by zahrevsky

3/26/2026 at 12:05:38 AM

Yep, every time I see a heatmap of Australian lotto winners - very high correlation with Australia's population.

by jamesfinlayson

3/26/2026 at 2:48:42 AM

shouldn't a serious heatmap (or any comparative graph for that matter) normalize the stat being displayed versus the baseline population in that bucket?

in otherwords, plot the percentage or average metric and not the absolute metric.

e.g. number of lotto winners per thousand people living in that grid, percentage of starred repos as a percentage of all repos, per capita alcohol consumption, average screen-time etc.

Edit: unless ofcourse the point of the heatmap is to show the population distribution itself. In which case the metric would be number of people per square kilometer or some such.

by albert_e

3/26/2026 at 9:02:46 AM

Still would just show where people live. If nobody lives there, you've got a null (or divide by zero) spot on the map ... so you just show where people live.

by withinboredom

3/26/2026 at 2:50:58 PM

Yes, this is why we use per capita stats for basically everything.

by patmorgan23

3/26/2026 at 7:24:08 AM

Exactly, just pick one subset and make out as if a base rate is because of this one specific set. Backwards logic...

by iheartbiggpus

3/26/2026 at 3:39:16 AM

Activity isn't a good measurement for this, because AI can vibeslop thousands of lines per day of code that isn't necessarily useful for anything but increasing activity.

by leptons

3/25/2026 at 9:42:33 PM

There is still a sampling bias if you compare blanket human written repos. I would guess people are far more likely to share their homework assignments, experiments, hackathon results, weekend toys, etc. as a public repo if they put some amount of work into it. I would guess minority of those would get any stars at all. If the whole thing was generated by AI in less then 20 minutes, I would guess they are more likely to simply throw it away when they are done with it.

Personally I think comparing github stars is always going to be a fraught metric.

by runarberg

3/26/2026 at 9:04:35 AM

[dead]

by hrmtst93837

3/26/2026 at 9:14:40 AM

When I first got a job, I asked the company okay, how many people are going to use the code i write?

If the answer wasn't in hundreds of request per seconds, i wasn't interested in job.

I found job at ad tech companies, pay wasn't any good but the challenges were immense.

Most people write code, which will hardly be run by other people or even receive any customers.

by faangguyindia

3/26/2026 at 3:48:37 PM

One of the products my employer builds is used twice a year. People pay tens of thousands of dollars for the privilege of using it twice a year. It's tremendously valuable to be used twice a year.

Value and use are not always synonymous.

by ebiester

3/25/2026 at 9:23:14 PM

Already enough comments about base rate fallacy, so instead I'll say I'm worried for the future of GitHub.

Its business is underpinned by pre-AI assumptions about usage that, based on its recent instability, I suspect is being invalidated by surges in AI-produced code and commits.

I'm worried, at some point, they'll be forced to take an unpopular stance and either restrict free usage tiers or restrict AI somehow. I'm unsure how they'll evolve.

by madrox

3/25/2026 at 10:38:12 PM

Having managed GitHub enterprises for thousands of developers who will ping you at the first sign of instability.. I can tell you there has not been one year pre-AI where GitHub was fully "stable" for a month or maybe even a week, and except for that one time with Cocoapods that downtime has always been their own doing.

by philipp-gayret

3/25/2026 at 10:27:24 PM

In a (possibly near) future where most new code is generated by AI bots, the code itself becomes incidental/commodotized and it's nothing more than an intermediate representation (IR) of whatever solution it was prompt-engineered to produce. The value will come from the proposals, reviews, and specifications that caused that code to be produced.

Github is still code-centric with issues and discussions being auxilliary/supporting features around the code. At some point those will become the frontline features, and the code will become secondary.

by petcat

3/26/2026 at 7:17:56 AM

I'm definitely not an AI skeptic and I use it constantly for coding, but I don't think we are approaching this future at all without a new technological revolution.

Specifications accurate enough to describe the exact behaviors are basically equivalent to code, also in terms of length, so you basically just change language (and current LLM tech is not on course to be able to handle such big specifications)

Higher level specifications (the ones that make sense) leave some details and assumption to the implementation, so you can not safely ignore the implementation itself and you cannot recreate it easily (each LLM build could change the details and the little assumptions)

So yeah, while I agree that documentation and specifications are more and more important in the AI world, I don't see the path to the conclusions you are drawing

by gbalduzzi

3/26/2026 at 3:49:20 AM

This is exactly what people said about the "low code revolution".

Not saying that you are wrong, necessarily. But I think it's still a pretty broad presumption.

by OccamsMirror

3/26/2026 at 7:08:57 PM

I think you're directionally correct, but this stuff still has to live somewhere, whether the repo is code or prompts. GitHub is actually pretty well-positioned to evolve into whatever is next.

I don't think GitHub's product is at risk, but its business model might.

by madrox

3/25/2026 at 9:39:34 PM

The instability is related to their Azure migration isn't it? Cynically you could say it hasn't been helped by the rolling RIFs at Microsoft

by louiereederson

3/25/2026 at 10:35:45 PM

I keep hearing this, and I know Azure has had some issues recently, but I rarely have an issue with Azure like I do with GitHub. I have close to 100 websites on Azure, running on .NET, mostly on Azure App Service (some on Windows 2016 VMs). These sites don't see the type of traffic or amount of features that GitHub has, but if we're talking about Azure being the issue, I'm wondering if I just don't see this because there aren't enough people dependent on these sites compared to GitHub?

Or instead, is it mistakes being made migrating to Azure, rather than Azure being the actual problem? Changing providers can be difficult, especially if you relied on any proprietary services from the old provider.

by progmetaldev

3/26/2026 at 1:00:07 AM

Running on Azure is not the same as migrating to Azure.

Making big changes like the tech that underpins your product while still actively developing that product means a lot of things in a complicated system changing at once which is usually a recipe for problems.

Incidentally I think that is part of the current problem with AI generated code. Its a fire hose of changes in systems that were never designed or barely holding together at their existing rate of change. AI is able to produce perfectly acceptable code at times but the churn is high and the more code the more churn.

by tempest_

3/26/2026 at 4:00:42 AM

> Its a fire hose of changes in systems that were never designed or barely holding together

Yeah... my career hasn't been that long but I've only ever worked on one system that wasn't held together by duct-tape and a lot that were way more complicated than they needed to be.

by jamesfinlayson

3/26/2026 at 12:59:02 AM

Azure is fine, stability wise.

The assumption is it would be mistakes in their migration - edge cases that have to be handled differently either in the infrastructure code, config or application services.

by jeremyjh

3/25/2026 at 9:58:02 PM

Does anyone actually know? So far I've just seen people guessing, and seeing that repeated.

by madeofpalk

3/25/2026 at 10:32:33 PM

I dont believe sudden influx of few million bots running 24/7 generating PRa and commits and invoking actions does not impact GitHub.

It even sounds silly when you say it this way.

by pojzon

3/26/2026 at 1:45:06 PM

My friend and I are usually pretty good at ballparking things of this nature; that is "approximately how much textual data is github storing" and i immediately put an upper bound of a petabyte, there's absolutely no way that github has a petabyte of text.

Assuming just text, deduplication,not being dumb about storage patterns, our range is 40-100TB, and that's probably too high by 10x. 100TB means that the average repo is 100KB, too.

Nearly every arcade machine and pre-2002 console is available as a software "spin" that's <20TB.

How big was "every song on spotify"? 400TB?

the eye is somewhere between a quarter and a half a petabyte.

Wikipedia is ~100GB. It may be more, now, i haven't checked. But the raw DB with everything you need to display the text contained in wikipedia is 50-100GB, and most of that is the markup - that is, not "information for us, but information for the computer"

Common Crawl, with over one billion, nine hundred and seventy thousand web pages in their archive: 345TB.

We do not believe this has anything to do with the "queries per second" or "writes per second" on the platform. Ballpark, github probably smooths out to around ten thousand queries per second, median. I'd have guessed less, but then again i worked on a photography website database one time that was handling 4000QPS all day long between two servers. 15 years ago.

P.S. just for fun i searched github for `#!/bin/bash` and it returned 15.3mm "code", assume you replace just that with 2 bytes instead of 12, you save 175MB on disk. That's compression; but how many files are duplicated? I don't mean forks with no action, but different projects? Also i don't care to discern the median bash script byte-length on github, but ballparked to 1000 chars/bytes, mean, that's 16GB on disk for just bash scripts :-)

i have ~593 .sh files that everything.exe can see, and 322 are 1KB or less, 100 are 1-2KB, 133 are 2-10KB, and the rest - 38 - are >11KB. of the 1KB ones, a random sample shows they're clustering such that the mean is ~500B.

by genewitch

3/26/2026 at 7:19:22 PM

I don't think the issue at hand is a technical challenge. It's merely a sign, imo, that usage has surged due to AI. To your point, this is a solvable scaling problem.

My worry is for the business and how they structure pricing. GitHub is able to provide the free services they do because at some point they did the math on what a typical free tier does before they grow into a paid user. They even did the math on what paid users do, so they know they'll still make money when charging whatever amount.

My hunch is AI is a multiplier on usage numbers, which increases OpEx, which means it's eating into GH's assumptions on margin. They will either need to accept a smaller margin, find other ways to shrink OpEx, or restructure their SKUs. The Spotifies and YouTubes of the world hosting other media formats have it harder than them, but they are able to offset the cost of operation by running ads. Can you imagine having to watch a 20 second ad before you can push?

by madrox

3/26/2026 at 3:04:37 PM

Veracity unconfirmed, but this article asserts that until they did some cleanup they were storing 19 petabytes.

https://newsletter.betterstack.com/p/how-github-reduced-repo...

maybe sourced from this tweet?

https://x.com/github/status/1569852682239623173

Edit: though maybe that data doesn't count as your "just text" data.

by ticulatedspline

3/26/2026 at 3:25:26 PM

yeah i assume all the artifacts[0] and binaries greatly inflate that. I have no idea how git works under the hood as it is implemented at github, so i can't comment on potential reasons there.

Is there some command a git administrator can issue to see granular statistics, or is "du -sh" the best we can get?

0: i'm assuming a site-rip that only fetches the equivalent files to when you click the "zip download" button, not the releases, not the wikis, images, workers, gists, etc.

by genewitch

3/26/2026 at 3:04:57 AM

Text is cheap to store and not a lot of people in the world write code. Compare it, for example, to email or something like iCloud.

Also I would guess there would be copy-on-write and other such optimizations at Github. It's unlikely that when you fork a repo, somewhere on a disk the entire .git is being copied (but even if it was, it's not that expensive).

by roncesvalles

3/26/2026 at 3:41:42 AM

I think the instability is mostly due to the CEO running away at the same time as a forced Azure migration where the VP of engineering ran away. There’s only so much stability you can expect from a ship that’s missing 2 captains.

by fxtentacle

3/26/2026 at 4:20:17 AM

I mean the fish rots from the head, but at the end of the day that rot translates into an engineering culture that doesn't value craftsmanship and quality. Every github product I've used reeks from sloppiness and poor architecture.

That's not to say they don't have people who can build good things. They built the standard for code distribution after all. But you can't help but recognize so much of it is duct taped together to ship instead of crafted and architected with intent behind major decisions that allow the small shit to just work. If you've ever worked on a similar project that evolved that way, you know the feeling.

by duped

3/25/2026 at 9:38:49 PM

This.

But also, GitHub profiles and repos were at one point a window into specific developers - like a social site for coders. Now it's suffering from the same problem that social media sites suffer from - AI-slop and unreliable signals about developers. Maybe that doesn't matter so much if writing code isn't as valuable anymore.

by phantomCupcake

3/26/2026 at 4:29:09 AM

That doesn’t make sense. Commits are all text. If YouTube can easily handle 4PB of uploads a day with essentially one large data center that can handle that much daily traffic for the next 20 years, GitHub should have no problems whatsoever.

by dyauspitr

3/26/2026 at 8:31:20 AM

after microsoft acquired it, they greatly expanded the free tier allowances, and they still seem happy to dump money into it

by throawayonthe

3/25/2026 at 11:34:27 PM

Counterpoint: Ai coding without GitHub is like performing a stunt where you set yourself on fire but without a fire crew to extinguish the flames

by blitzar

3/26/2026 at 9:27:37 AM

> worried for the future of GitHub

Oh no, who would think about the big corporations? How is Micro$lop going to survive? /s

by utopiah

3/25/2026 at 10:46:25 PM

Fuck GitHub. It's a corporate attempt at owning git by sprinkling socials on top. I hope it fails.

If you need to host git + a nice gui (as opposed to needing to promote your shit) Forgejo is free software.

by ekjhgkejhgk

3/26/2026 at 12:49:37 AM

The true value prop of github isn't "hosted git + nice gui", it is the whole ecosystem of contributers, forks, and PRs. You don't get that by hosting your own forge.

Also, I wouldn't say GitHub is a corporate attempt to own git... GitHub is a huge part of why Git is as popular as it is these days, and GitHub started as a small startup.

Of course, you can absolutely say Microsoft bought GitHub in an attempt to own git, but I think you are really underselling the value of the community parts of GitHub.

by cortesoft

3/25/2026 at 9:27:11 PM

Or they'll just keep forcing policies that let them steal the code you post on GitHub (for their AI training), and make everyone leave that way.

by hungryhobbit

3/25/2026 at 8:36:48 PM

100% of all code I have put on github, using claude or not, is on repos with zero stars.

by furyofantares

3/26/2026 at 11:55:16 AM

Yeah, all my serious stuff is proprietary. Github, for me at least, is for trying out ideas and fun. Which is why every project is unfinished. :-)

by wombat-man

3/26/2026 at 6:38:32 AM

Someone in our org starred our main repo, so for me this isn't true.

by Maxion

3/26/2026 at 12:21:49 PM

The base rate argument here is the right one. I maintain a solo project with 3,800+ tests and 92% coverage — zero stars for months because I never promoted it. Stars measure marketing, not quality.

What's more interesting to me is that Claude dramatically lowers the barrier to _testing_, not just writing code. I can mass-generate edge case tests that I'd never bother writing manually. The result is higher-quality solo repos that look "abandoned" by star count.

Is anyone tracking test coverage or CI pass rates for AI-assisted repos vs traditional ones? That seems like a much more useful signal than stars.

by Acacian

3/26/2026 at 4:38:43 PM

And when you think you have no users, try to make a release that crashes at start and you'll get a bugreport within minutes :D

by LtWorf

3/26/2026 at 11:44:17 AM

Most of my side projects have 0-1 stars and I use them daily. Stars measure sharing appetite, not usefulness.

The more interesting question to me isn't "are AI-assisted repos less starred" but "are people building more stuff that's useful only to themselves." That feels like a good outcome — software that was previously only economically viable to write at scale is now worth writing for an audience of one.

by derodero24

3/25/2026 at 9:05:40 PM

Do people really put weight in stars? It seems completely unrelated to anything but, well, popularity. Even when I modify other peoples' code I fork to a private repo and maintain my changes separately, and I'm fairly certain I have never starred a repo.

by throwaway27448

3/25/2026 at 9:18:25 PM

Stars have been useless as signals for project quality for a while. They’re mostly bought, at this point. I regularly see obviously vibe-coded nonsense projects on GitHub’s Trending page with 10,000 stars. I don’t believe 10,000 people have even cloned the repo, much less gotten any personal value from it. It’s meaningless.

by thorum

3/26/2026 at 1:30:38 AM

I'm with you on all points except for it being bought.

Programming has long succumbed to influencer dynamics and is subject to the same critiques as any other kind of pop creation. Popular restaurants, fashion, movies - these aren't carefully crafted boundary pushing masterpieces.

Pop books are hastily written and usually derivative. Pop music is the same as is pop art. Popular podcasts and YouTube channels are usually just people hopping unprepared on a hot mic and pushing record.

Nobody is reading a PhD thesis or a scholarly journal on the bus.

The markers for the popularity of pop works are fairly independent from the quality of their content. It's the same dynamics as the popular kid at school.

So pop programming follows this exact trend. I don't know why we expect humans to behave foundationally differently here.

by kristopolous

3/26/2026 at 11:30:37 AM

> Nobody is reading a PhD thesis or a scholarly journal on the bus.

As someone who is involved in academia, I can attest that most of my colleagues (including myself) do in fact read quite a few papers on buses (and trams - can't forget those)

by bean469

3/26/2026 at 3:21:21 AM

> I'm with you on all points except for it being bought.

Stars get bought all the time. I've been around startup scene and this is basically part of the playbook now for open core model. You throw your code up on GitHub, call it open source, then buy your stars early so it looks like people care. Then charge for hosted or premium features.

There's a whole market for it too. You can literally pay for stars, forks, even fake activity. Big star count makes a project look legit at a glance, especially to investors or people who don't dig too deep. It feeds itself. More people check it out, more people star it just because others already did.

by throw5

3/26/2026 at 4:12:41 AM

Meaningless is maybe too strong.

I have 60-ish repos, vast majority are zero star, one or two with a star or two, one with 25-ish. It’s a signal to me of interest in and usage of that project.

Doesn’t mean stars are perfect, or can’t be gamed, or anything in a universally true generalization sense. But also not meaningless.

by brookst

3/26/2026 at 8:11:11 AM

I star repos as bookmarks. Don't know if there is another feature for that

by Vektorceraptor

3/25/2026 at 9:28:39 PM

For example, it's used as a kind of internal bookmarking system. I don't necessarily star a repo because I think it has good code, but maybe a good idea or something related to something I'm interested in developing.

by robarr

3/26/2026 at 12:51:01 AM

Stars on GitHub have nothing to do with quality.

They are bookmarks. It is a way to bookmark a repo, and while it might correlate with quality, it isn't a measure of it.

by cortesoft

3/26/2026 at 10:33:38 AM

Claude's Code dev here, and I thought I would chime in on this point to clarify why I track it at all.

When I started reading commit data, it became painfully apparent that a very large number of repos are tests, demos, or tutorials. If you have at least 1 star, that excludes most of those - unless you starred it yourself. Having 2 stars excludes the projects that are self-starred.

Starring is also quite common with my friends and colleagues as a way to find repos again later, so there is some use to it, but I agree it's not a perfect indicator of utility or quality.

by phantomCupcake

3/26/2026 at 12:06:10 AM

It's more of a signal for investigating "did this get spammed on Reddit or Twitter", "is this new/old/weird hype", and "does this provide real value"

by heavyset_go

3/25/2026 at 9:19:38 PM

I've seen people "buy" stars enough not to look at them so closely. Maybe will consider whether it has 0-1 or 2-2M.

by zadikian

3/26/2026 at 8:47:21 AM

Stars have always tracked attention more than quality.

It’s just way cheaper to spin up repos now — lots of these are probably one-and-done.

by annie511266728

3/25/2026 at 9:53:20 PM

Maybe not to devs, but I've had VCs ask about them because of popularity so there you go it's a signal to someone.

Whatever reaction you have to this know that my internal reaction and yours were probably close.

by ianbutler

3/26/2026 at 1:30:56 AM

it’s my signal for popular forks

by grimgrin

3/25/2026 at 10:31:56 PM

Probably not today, but there was a time when you could get funding based on just a github repo with a bunch of stars.

by ModernMech

3/26/2026 at 12:14:32 AM

Just to clarify as OP, the point here is not that Claude is not contributing to serious work, just that the dashboard suggests a lot of usage in public GitHub repos seems to be tied to low attention, high LOC repos. This is at least something to keep in mind when considering the composition of coding agent usage, and when assessing the sustainability of current trends.

In hindsight the headline was a bit more sensational than I meant it to be!

by louiereederson

3/26/2026 at 12:21:32 AM

This seems to be the same misunderstanding about agentic coding I see a lot of places.

Agentic coding is not about creating software, it's about solving the problems we used to need software to solve directly.

The only reason I put my agentic code in a repo is so that I can version control changes. I don't have any intention of sharing that code with other people because it wouldn't be useful for them. If people want to solve a similar problem to me, they're much better of making their own solution.

I'm not at all surprised that most of Claude linked output is in low star repos. The only Claude repos I even bother sharing are those that are basically used as context-stores to help other people get up to speed faster with there of CC work.

by roadside_picnic

3/26/2026 at 11:09:04 AM

I can’t imagine that will stay the case though. I built https://github.com/andonimichael/arxitect as a first step to using agentic coding in a more production ecosystem. Agents will be able to write useful (and high quality) software over time, their training has just under-prioritized code quality thus far

by iamandoni

3/26/2026 at 9:35:59 AM

[dead]

by steve_shepherd

3/26/2026 at 9:19:49 AM

Stars measure popularity, not output. The more interesting signal would be: what percentage of those repos got to v1 at all? My guess is AI tooling dramatically increases the ratio of 'ideas that actually shipped' to 'ideas that stayed in a notes file.' That's not captured by stars.

by quangtrn

3/26/2026 at 10:28:38 AM

It's a great idea to track releases. Won't be a perfect measure since not all things are packaged on Git, but adding it to the roadmap. Thanks for that.

by phantomCupcake

3/25/2026 at 9:18:54 PM

Shout out to Broadwayscore by thomaspryor@github

At 2mo old - nearly a 1GB repo, 24M loc, 52K commits

https://github.com/thomaspryor/Broadwayscore

Polished site:https://broadwayscorecard.com/

by ramoz

3/25/2026 at 9:24:55 PM

I was really confused how this could be possible for such a seemingly simple site but it looks like it's storing + writing many new commits every time there's a new review, or new financial data, or a new show, etc.

Someone might want to tell the author to ask Claude what a database is typically used for...

by mjr00

3/25/2026 at 9:39:52 PM

json in git for reference data actually isn't terrible. having it with the code isn't great, and the repo is massively bloated in other ways, but for change tracking a source of truth, not bad except for maybe it should be canonicalized.

by a-dub

3/25/2026 at 11:23:58 PM

It's not a terrible storage mechanism but 36,625 workflow runs taking between ~1-12 minutes seems like a terrible use of runner resources. Even at many orgs, constantly actions running for very little benefit has been a challenge. Whether it's wasted dev time or wasted cpu, to say nothing of the horrible security environment that global arbitrary pr action triggers introduce, there's something wrong with Actions as a product.

by wrqvrwvq

3/26/2026 at 3:55:34 AM

What is git if not a database for source code?

by kevmo314

3/26/2026 at 4:14:54 AM

Meh, then filesystems are databases for bytes. Airplanes are buses for flying.

I could make that argument, but I wouldn’t believe it.

by brookst

3/26/2026 at 7:37:49 AM

Both of those statements are true.

by kevmo314

3/26/2026 at 12:04:13 AM

It is pretty damn fast though.

by sanex

3/26/2026 at 3:44:53 AM

“A fully staged “Sweeney Todd” opened Sunday at Broadway’s Lunt.”

That's the kind of "highlight" from a review when you use AI to extract/summarize content instead of asking a real human editor to do the job.

by g947o

3/26/2026 at 12:01:55 AM

Lol @ the proprietary license, you can just copy and use whatever Claude-committed code you want to from that repository.

by heavyset_go

3/26/2026 at 12:45:08 AM

Can you? My understanding is that AI cannot claim copyright and my assumption would be that copyright law immediately extends authorship to the user operating the AI (or their employer).

by fluidcruft

3/26/2026 at 2:27:27 AM

AI output can't be copyrighted, copyright applies to human creations.

Substantive transformation of AI output via human creativity can be copyrighted, but if you're sticking to Claude commits, that's AI output.

by heavyset_go

3/26/2026 at 5:03:18 AM

So you're suggesting that an AI translation of, say, a novel removes human authorship from the result? Unless a human goes in and makes further "substantive transformations" to the AI generated work?

And if that's not what you are saying then how are you determining that prompts to and AI are not copyrighted by the author of the prompt? The results are nothing more than a derivative work of the prompt. So you are faced with having to determine whether the prompts themselves or in combination are copyrightable. Depending on the prompt they may or may not be, but you can't apply a blanket rule here.

(Notwithstanding that Claude inserts itself explicitly as co-author and the author is listed on the commit as well)

by fluidcruft

3/26/2026 at 6:06:14 AM

https://newsroom.loc.gov/news/copyright-office-releases-part...

> The Copyright Office affirms that existing principles of copyright law are flexible enough to apply to this new technology, as they have applied to technological innovations in the past. It concludes that the outputs of generative AI can be protected by copyright only where a human author has determined sufficient expressive elements. This can include situations where a human-authored work is perceptible in an AI output, or a human makes creative arrangements or modifications of the output, but not the mere provision of prompts.

People have tried over and over again to register copyright of AI output they supplied the prompts for, for example, in one instance[1], someone prompted AI with over 600+ cumulative iterations of prompting to arrive at the final product, and it wasn't accepted by the Copyright Office.

[1] https://www.copyright.gov/rulings-filings/review-board/docs/...

by heavyset_go

3/26/2026 at 12:24:00 PM

> In March 2023, the Office provided public guidance on registration of works created by a generative-AI system. The guidance explained that, in considering an application for registration, the Office will ask “whether the ‘work’ is basically one of human authorship, with the computer [or other device] merely being an assisting instrument, or whether the traditional elements of authorship in the work (literary, artistic, or musical expression or elements of selection, arrangement, etc.) were actually conceived and executed not by man but by a machine.”

You are going to have to prove that things Claude stamps as co-authored are not the work of an "assisting instrument". It's certainly true that some vibe-coded one-shot thing might not apply.

I would also note that the applicant applying for copyright in your linked case explicitly refused guidance and advice from the examiner. That could well be because the creation of that specific work was not shaped much by that artist's efforts.

I wouldn't read too much into that when discussing a GitHub repo. It really will depend on how the user is using Claude and their willingness to demonstrate which parts they contributed themselves. You need to remember that copyright extends to plays and other works of performance. Everything the copyright office is saying in your linked ruling suggests that an AI-implementation of a human-design is copyrightable.

by fluidcruft

3/26/2026 at 2:06:37 PM

Yes, but the point is that the AI output could still be covered by the definitely-human copyright in the prompt, just not a new copyright in the output.

For example, machine-translating a book doesn't create a new copyright in the new translation, but that new translation would still inherit the copyright in the original book.

by mjmas

3/26/2026 at 10:43:01 AM

I don't think parent suggests anything. They are just reiterating how the US decides on copyright matters when it comes to AI generated content.

by g947o

3/25/2026 at 11:20:02 PM

It looks like my one-star repository [1] came close to making this person's leaderboard for number of commits (currently 5,524 since January, all by Claude Code). I'm not sure what that means, though. Only a small percentage of those commits are code. The vast majority are entries for a Japanese-English dictionary being written by Claude under my supervision. I'm using Github for this personal project because it turned out to be more convenient than doing it on my local computer.

[1] https://github.com/tkgally/je-dict-1

by tkgally

3/26/2026 at 12:18:17 AM

Make your own Github: forgejo.org

One used Lenovo micro PC (size of a book) from eBay will serve you well.

by nuker

3/26/2026 at 1:09:22 AM

Thanks for the recommendation. I didn’t know about forgejo.org.

The main convenience of Github for me is the ability to send preprepared prompts to Claude through its web interface or the mobile app and have it write or revise a batch of dictionary entries in the repository. I can then confirm the results on the built website, which is hosted on Github Pages, and request changes or reverts to Claude when necessary. Each prompt takes ten to thirty minutes to carry out and I run a dozen or more a day, and it is very convenient to be able to do that prompting and checking wherever I am.

When I have Claude make changes to the codebase, I find that I need to pay closer attention to the process. I can’t do that while sitting in restaurant or taking a walk like I do with the prompting for dictionary-entry writing. The next time I start a mostly (vibe) coding project, I’ll look into Forgejo.

by tkgally

3/26/2026 at 8:38:31 AM

Just don't put it online, because the AI scrapers will find it and crawle it so aggressively that your mini/micro-PC will blow up.

by mrweasel

3/26/2026 at 12:16:42 AM

This is awesome. Your repo is now two stars.

by sillysaurusx

3/26/2026 at 1:00:08 AM

Thanks! The dictionary should be more or less finished in a few months. If you or anyone else might find it helpful for studying Japanese, feel free to use it, copy it, and adapt it however you like.

by tkgally

3/25/2026 at 8:35:57 PM

I have many GH repos, most have no stars. Probably because most of what I write is not very useful to other people due to quality or use case. I would say this is true of most fully human-created repos on GitHub.

by xnyan

3/26/2026 at 1:58:38 AM

Who cares?

I used Claude code to build a custom notes application for my specific requirements.

It’s not perfect, but I barely invested 10 hours in it and it does almost everything I could have asked for, plus some really cool stuff that mostly just works after one iteration. I’ll probably open source the code at some point, and I fully expect the project to have less than two stars.

Still, I have my application.

For anyone that’s interested in taking a look, my terrible landing page is at rayvroberts.com

Auto updates don’t work quite right just yet. You have to manually close the app after the update downloads, because it is still sandboxed from when I planned to distribute via the Mac App Store. Rejected in review because users bring their own Claude key.

by RayVR

3/26/2026 at 12:23:29 AM

I'm one of those zero star repos. I've been using Claude Code for some weeks now and built a personal knowledge graph with a reasoning engine, belief revision, link prediction. None of it is designed for stars, its designed for me. The repo exists because git is the right tool for versioning a system.. that evolves every day.

The framing assumes github repos are supposed to be products.

by rodspeed

3/26/2026 at 12:33:14 AM

Hold on. I'm in the middle of building this[0]! What the heck? Your email isn't in your profile -- reach out.

[0]: https://github.com/ctoth/propstore

by ctoth

3/26/2026 at 1:33:45 AM

Wait a minute! Ha, just saw this. The knowledge graph I mentioned is a separate project (heartwood on my profile). Different angle from propstore but I think we're circling the same problem, conflicting claims that shouldn't be silently resolved. Added my email to my profile now.

https://github.com/rodspeed/heartwood

by rodspeed

3/26/2026 at 12:36:01 PM

I think the value right now in LLM code assist tools is in small projects: small reusable libraries or proof of concept “I want this app even though almost no one else does” types of projects.

For libraries: still probably mostly useful for personal code bases, but for developers with enough experience to modularize development efforts even for personal or niche projects.

I am bothered by huge vibe coded projects, for example like OpenClaw, that have huge amounts of code that has not undergone serious review, refactoring, etc.

by mark_l_watson

3/25/2026 at 8:33:30 PM

I'd betcha a lot more than 90% goes to repositories without any stars at all, or even public code!

by embedding-shape

3/25/2026 at 9:05:33 PM

Absolutely! I think the real stats will far exceed what we can see on public GitHub. That said, going through some of the top "performers" by commit and line count - I am surprised by how many people have all their code in public repos.

by phantomCupcake

3/26/2026 at 11:47:25 AM

The framing here is interesting — low stars doesn't mean low quality or low usefulness. A lot of internal tooling, personal projects, and niche libraries have zero stars but real users. The metric conflates 'AI is helping people build things nobody uses' with 'AI is helping people build things that aren't publicly popular.' Those are very different claims.

by Serhii-Set

3/25/2026 at 8:50:56 PM

Maybe because people are using claude to to write code for themselves, to scratch their own itch, and upload it to the world just because. The value of code can't be measured in star counts.

by mikkupikku

3/26/2026 at 9:06:30 AM

One of the guys these days told me he's using claude code and developed 20 projects in last 4 weeks.

I asked him, how many people are using any of them? He told me it's just him.

by faangguyindia

3/26/2026 at 9:19:47 AM

I am not sure it's meant to be a negative thing. Obviously, a lot depends on the context here.

But, I've developed a dozen or so projects with Claude code. I am meant to be the only user.

I am maintaining a homelab setup (homelab production environment, really) with a few dozen services, combination of open source and my own - closed sourced - ones.

I had tons of ideas of how to set things up. It evolved naturally, so changing things was hard. Progress was quite slow.

Now, I have a pretty much ideal end-state - runs on auto-pilot, version bumps mostly managed by Renovate, ingress is properly isolated and secured (to the extent I am familiar of).

I was able to achieve things I wouldnt've otherwise in that time. I skipped parts I did not care about and let LLMs drive the changes under supervision. I spent more time on things I did care about, and was interested in learning.

Yeah, most of my LLM code is sitting closed source and that's by design.

by itchynosedev

3/26/2026 at 9:29:13 AM

None of your original products are actually closed.

If you go on other account and ask LLM about your projects you'll pretty much get all the code you wrote using LLM again.

That's my gripe with LLMs, most of my friends across the globe are working on similar projects. They are 90% same. You are burning tokens thinking they are doing some new innovation.

I pretty much google for things if they exist, i don't build them.

I'd like to see projects in spaces where nothing exists like a good CAD for 3d printing etc...opensource. but nobody is building all that.

by faangguyindia

3/26/2026 at 10:13:33 AM

I have developed five applications for my Mac using claude that I made for myself. I'm perfectly happy with the setup. The projects help me solve daily problems. I could never have had the time or the skill to do them myself.

by polyterative

3/25/2026 at 10:14:42 PM

Isn't that expected as well?

The idea with Claude writing code for most part is that everyone can write software that they need. Software for the audience of one. GitHub is just a place for them to live beyond my computer.

Why will I want to promote it or get stars?

by adhipg

3/25/2026 at 10:06:50 PM

I cannot understate how much of an improvement that is. If I had a dollar for all the shit I made myself, the old fashioned way, that got 0 attention at all? I'd have enough for a month or two of claude

by monster_truck

3/26/2026 at 8:36:32 AM

While you have the base rate fallacy, it might also be that people with a bit bigger repos might be paying closer attention.

I disabled all the attribution. I find it noisy and I'm not blaming claude, I'm blaming someone if something is broken.

by rovr138

3/26/2026 at 12:29:03 PM

I'd expect much the same of the hand-written code.

GitHub stars are very much the textbook example of where you'd expect to find a Pareto distribution.

by marginalia_nu

3/26/2026 at 2:23:35 AM

- 90% of Claude's repos have <2 stars

- 98% of human's repos have <2 stars

Claude is 5 times smarter than humans!

The math is a bit of a stretch, but the correlation still holds up.

by Real_Egor

3/25/2026 at 8:57:10 PM

Even if that stat were compared directly to the base rate (human output), it could easily be explained by correlating strongly with Claude usage skewing towards new repos.

by chrisweekly

3/26/2026 at 1:57:47 AM

I hate everything about this headline and metric. As a lifelong graphics programmer from Pentium U/V pipeline assembly optimisation days: so fucking what.

I have never cared about LinkedIn or GitHub stars or any of those bullshit metrics (obviously because I don't score very highly in them), and am enjoying exploring a million things at the speed of thought; get left outside, if it suits you. Smart and flexible people have no trouble using it, and it's amazing.

Rather measure how much I've learnt and created recently compared to before, and get ready for some sobering shit because us experienced old dudes can judge good code from bad pretty well.

by pixelpoet

3/26/2026 at 12:04:28 PM

Everyone too busy arguing about the stars issue and not noting how claude really took off since Jan 2026

by Magnets

3/25/2026 at 9:04:41 PM

the more interesting signal in that data is about intent, not quality. most of these low-star repos probably aren't failed open source attempts - they're personal tools that were never meant to be shared.before ai-assisted coding, the effort-to-build ratio was high enough that most personal scripts stayed on a laptop or in a private gist. pushing to a public repo implied an implicit claim that someone else might want this. now the build cost is low enough that people just push things to git for their own version history and move on.what's actually happening is that git is becoming a personal dev journal as much as a collaboration platform. stars were always a weak proxy for value, but they're especially wrong for this use case.the 90% number probably also undercounts the real extent of this - most serious claude code usage is on private repos and internal tooling that never touches public github at all. the 50b lines stat would look very different if you could see total token output vs just github-public-linked output.

by maxbeech

3/25/2026 at 9:09:45 PM

It would be very interesting to see how much of this is the "audience of one" type of project - i.e. personal scripts - vs new developers/vibe coders trying to start an app. I have definitely been surprised by the scale of some of the repos that seem to be vibe-coded. People who seem to have no history in development are building game engines, and payroll systems, and Broadway review websites.

Unfortunately that type of analysis would take a bit more work, but I think the repo info and commit messages could probably be used to do that.

by phantomCupcake

3/26/2026 at 6:08:45 AM

The security implication of this shift is underappreciated. A repo that was never meant to be shared was also never security-reviewed. Personal tools built fast tend to have hardcoded API keys, credentials committed during a "just get it working" phase, and file system access patterns that weren't meant to be public.

The 50B lines across those low-star repos isn't just an interesting metric about usage patterns. It's a significant amount of unreviewed code sitting in public repositories. Stars were never a quality signal, but they were at least a proxy for "someone other than the author looked at this." That selection effect disappears entirely when the build cost drops to near zero.

by AbanoubRodolf

3/26/2026 at 9:09:42 AM

I'm pleasantly surprised that rust is the fifth most popular language. It is indeed a joy to work in rust with Claude compared to e.g. python.

by Depurator

3/26/2026 at 9:11:06 AM

Until you encounter circular references. And then suddenly you're working on mundane memory stuff for the rest of the day.

by amelius

3/25/2026 at 10:15:58 PM

Some of the comments point toward genuine concern, some smell of gatekeeping.

It is interesting to see a flip in attitude toward GitHub.

by bredren

3/26/2026 at 12:11:11 PM

What is the claude linked repo with the highest number of stars?

by ako

3/26/2026 at 12:25:50 AM

Yeah, but all these internal and not so internal tools I baked with it are great - they solve my own problems - and without LLMs I would never have a chance to implement even 20% of that.

by pshirshov

3/26/2026 at 7:23:49 AM

Has always been true. 90% of effort is going to repost with less than 2 stars hasn't changed

by SebastianSosa1

3/26/2026 at 7:19:09 AM

Of course my claude repos have zero stars. Most of them were created in the past 4 months.

by Aeolun

3/25/2026 at 9:54:18 PM

How long does it normally take projects to get stars though? You're not going to have a project with 100+ stars overnight or even within a month, you have to promote the project?

by hk1337

3/25/2026 at 9:59:12 PM

Depends widely on the target audience. In my case, targeting Julia developers who want to package their applications into installers to reach 100 stars took 2 years - https://peacefounder.org/AppBundler.jl. If I were to target Python developers, I would have many more stars.

by JanisErdmanis

3/26/2026 at 6:41:05 AM

My most popular repo is reasonably niche, is 10 years old and has a bit over 40 stars and that's from pretty much no advertising.

by jamesfinlayson

3/25/2026 at 10:34:07 PM

It depends on how much you promote your repo and how big it is. I know when my repo gets posted somewhere because I'll get a little burst of stars for a few days and then it'll calm down until it's posted somewhere again. Much larger repos will get stars at a more constant rate as they reach a critical liftoff velocity.

by ModernMech

3/26/2026 at 1:09:05 AM

I think time for AI Free Code (AIFC™) mark has arrived.

by noisy_boy

3/25/2026 at 9:08:05 PM

The HN headline is at least misleading, because I suspect a majority of Claude usage is at the enterprise level (deep pockets), which goes to private GitHub repos.

by anon7000

3/26/2026 at 12:56:21 PM

All my repos have at least 1 star! :)

by ruptwelve

3/25/2026 at 8:25:36 PM

I mean, most of the code that I have written to Github with normal human intelligence also goes to Github repos will less than two stars. They're usually repos that I create and no one else touches.

by tombert

3/26/2026 at 5:29:27 AM

Why do I care if someone stars my repos? I use GitHub for source control.

by ChicagoDave

3/25/2026 at 8:50:42 PM

I have a star on one of my repos. Almost all of my work is only relevant to me or is internal to my org.

by Computer0

3/26/2026 at 6:12:26 AM

Is this surprising in any way? People who let Claude Code attribute commits to itself are probably vibe coders who delegate all the work. It's expected that there will be a growing number of new projects.

by lukaslalinsky

3/25/2026 at 11:28:35 PM

This is just base rate neglect though. Something like 98% of all GitHub repos have <2 stars regardless of how they were made. If 90% of Claude repos have <2 stars that actually means they're outperforming the baseline...

by convexly

3/25/2026 at 10:39:30 PM

What percentage of non-Claude-linked output hours to repos with <2 stars?

by largbae

3/26/2026 at 12:02:26 PM

Who goes out of their way to “star” a GitHub repo, and what does that even mean? Is it a “like” button, a tip jar, or a bookmark? Does this bare any relationship to the importance, quality, novelty, trustworthiness, or any other property of the repo other than number of stars?

What a dumb metric to focus on.

by jelder

3/26/2026 at 1:31:13 AM

Yeah. Because they are mostly private I suspect.

by schergr

3/26/2026 at 5:01:16 AM

Guess I better make a third alt

by celeryd

3/25/2026 at 10:58:16 PM

Claude is only as good as the prompts it’s given

by jostmey

3/25/2026 at 11:12:18 PM

So wait, 10% is going to repos w>2 stars?

by knicholes

3/26/2026 at 11:48:57 AM

who uses stars

by micromacrofoot

3/25/2026 at 8:39:18 PM

At a glance this may read as “most of this code isn’t valuable to others” but reality is probably complected with “this type of code is reducing the need for shared libraries”.

by user3939382

3/26/2026 at 1:55:12 AM

The 2 stars or fewer metric may show one thing. We’re moving from an era of 'open source as a digital monument' to 'open source as a disposable scratchpad.' Not that the code is slop, it’s that the cost of creating a repository has dropped to near zero.

by claytonia

3/26/2026 at 3:49:26 AM

Stars ceased to be relevant a long time ago, around the time Github went from a beloved pillar of the open-source community to just another facet of the Microsoft behemoth.

by phendrenad2

3/26/2026 at 8:27:34 AM

Eh yeah, duh? I've been drilled to put every fart on GitHub. 98% of my repositories have 0 stars.

by rustybolt

3/26/2026 at 6:11:01 AM

When we need to archive GitHub when it shuts down, I wonder if I'll need to exclude 30 billion lines of slop.

by voltagex_

3/26/2026 at 6:52:51 AM

the most of them have zero stars..

by Fpailo

3/26/2026 at 10:40:08 AM

I was about to say what’s wrong with one star lol

by ionwake

3/25/2026 at 9:37:08 PM

Why is this interesting?

by theteapot

3/25/2026 at 10:45:22 PM

embarrassing

by sy26

3/25/2026 at 8:41:30 PM

guilty :) 1 Star here - and even that is worthless

by Vektorceraptor

3/26/2026 at 2:17:37 PM

[dead]

by philbitt

3/26/2026 at 10:22:59 AM

[dead]

by gebalamariusz

3/26/2026 at 1:12:30 AM

[dead]

by pugchat

3/26/2026 at 11:08:27 AM

[dead]

by michaelabrt

3/25/2026 at 11:26:00 PM

[dead]

by gurachek

3/25/2026 at 10:06:32 PM

[dead]

by aplomb1026

3/26/2026 at 1:59:44 AM

[dead]

by null_author

3/26/2026 at 6:21:18 AM

[dead]

by patrickRyu

3/25/2026 at 8:41:35 PM

[dead]

by Mooshux

3/26/2026 at 3:27:27 AM

[dead]

by matheuspoleza

3/26/2026 at 8:53:29 AM

[dead]

by curious1008

3/25/2026 at 9:50:02 PM

Codeberg if you hate AI.

by mrlonglong

3/25/2026 at 10:19:38 PM

I wonder if there's a critical failure mode / safety feature of our species for some percentage of the population to always dislike whatever some other large percentage of the population likes.

As if it's to prevent the species from over-indexing on a particular set of behaviors.

Like how divisive films such as "Signs", "Cloud Atlas", and even "The Last Jedi" are loved by some and utterly reviled by others.

While that's kind of a silly case, maybe it's not just some random statistical fluke, but actually a function of the species at a population level to keep us from over-indexing and suboptimizing in some local minima or exploring some dangerous slope, etc.

by echelon

3/26/2026 at 8:45:15 AM

It could be tied to the "wandering gene" which is believe to ensure that we spread out and don't get stuck in some local optimization.

by mrweasel

3/25/2026 at 8:56:45 PM

Did we democratise software engineering? Seriously, I created a bunch of tools that I find useful without the bloated framework issues that are present in software nowadays. Jokes on me if something does not work.

by dev_l1x_be

3/25/2026 at 10:45:31 PM

Software production yes engineering no lol

by heliumtera

3/26/2026 at 6:53:27 AM

exactly

by Fpailo

3/25/2026 at 6:16:40 PM

Toggling the stars shows 50b lines of code created across all projects, only 5b on projects with 2+ stars since Claude Code launch. Kind of eye opening where these Claude Code tokens are going.

Came across this from this ShowHN post yesterday https://news.ycombinator.com/item?id=47501348

by louiereederson

3/25/2026 at 9:06:18 PM

Thanks for starting the conversation and sharing my dashboard. :)

by phantomCupcake

3/25/2026 at 9:54:25 PM

I hope you don't mind, I thought this was a really valuable dashboard.

by louiereederson

3/25/2026 at 9:58:38 PM

Not at all! The ShowHN didn't really get a lot of feedback but this thread has already given me a lot to think about adding/improving.

by phantomCupcake

3/26/2026 at 1:29:18 AM

Dashboard looks nice. Was this a Claude creation or did you instruct it to use a certain template or CSS framework?

by jonahx