---
title: "GitHub has a fake star problem…"
url: https://daily.dev/posts/github-has-a-fake-star-problem--q8plpdn1e
source_url: https://www.youtube.com/watch?v=P6u0K3-z2p4
type: video:youtube
source: "Theo - t3․gg"
published: 2026-04-25T15:22:10.419Z
updated: 2026-04-25T15:22:30.116Z
tags: ["open-source", "startup", "github", "venture-capital"]
reading_time: 36
upvotes: 99
comments: 12
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# GitHub has a fake star problem…

**[Theo - t3․gg](https://daily.dev/sources/t3dotgg)** · 36 min read · 99 upvotes · 12 comments

## Summary

A deep dive into the fake GitHub star economy, covering a peer-reviewed CMU/NC State/Socket study that identified ~6 million suspected fake stars across 18,600 repos. The investigation reveals a mature shadow market where stars sell for 3 cents to 90 cents each, with ROI of up to 117,000x when used to manufacture VC funding traction. Key findings include detection heuristics like fork-to-star and watcher-to-star ratios, analysis of specific AI and blockchain repos showing manipulation signals, how VC firms like Redpoint explicitly use star counts as sourcing benchmarks, and GitHub's reactive-only enforcement leaving the fake account infrastructure largely intact. The piece also covers legal exposure under FTC rules and SEC wire fraud precedents, and recommends alternative metrics like contributor activity and package downloads.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.youtube.com/watch?v=P6u0K3-z2p4>

## Community discussion

Top comments from developers on daily.dev.

**@paulmarc** · 10 upvotes

> The social media "slop" is becoming pervasive: likes, stars, reactions...
>
> And you have sweatshop social farms and/or robot-powered farms making the system designed for proper worth-measuring essentially worthless.

**@byteoutlaw** · 8 upvotes

> For 10usd I will follow you here on [daily.dev](http://daily.dev)
>
> And remember I was the one starting the fake followers on daily.dev! 🙃

**@42atomys** · 6 upvotes

> True story: after building a community around a previous project and hitting 700+ followers on GitHub, recruiters keep asking if my stars are fake. Then I have to walk them through the entire project lore just to prove it’s real.
>
> Kinda hilarious… but also a massive pain in the a** 🙃

**@andrewma** · 4 upvotes

> Just goes to show how much manipulation is happening behind the scenes for VC traction 😭😔.

**@antonzaharia** · 2 upvotes

> Github has many problems nowadays...

---

Tags: [#open-source](https://daily.dev/tags/open-source), [#startup](https://daily.dev/tags/startup), [#github](https://daily.dev/tags/github), [#venture-capital](https://daily.dev/tags/venture-capital)

[View this post on daily.dev](https://daily.dev/posts/github-has-a-fake-star-problem--q8plpdn1e)