Is the open-source ecosystem being manipulated? In this episode of The Programming Podcast, Danny Thompson and Leon Noel dive into the dark underbelly of GitHub: a fake star economy where startups are buying engagement for as little as $0.06 a star to secure massive VC funding rounds.

We break down a bombshell 16-page study from Carnegie Mellon University that uncovered over 6 million suspected fake stars across 18,000 repositories. We also discuss how to spot fake repositories using the fork-to-star ratio, the hidden malware risks in "cracked" software repos, and whether the rise of AI agents is fundamentally killing the spirit of open-source contribution.

Later in the episode, we tackle a critical Q&A: How do you demonstrate impact on a resume when your company doesn't track metrics? We share a masterclass on how to take selfish control of your 1-on-1s to extract the exact data you need to level up your career.

💡 Sponsor:

Huge shoutout to Level Up Financial Planning

Changing careers or increasing your income? Get financial clarity with Level Up Financial Planning. Helping early and mid-career tech professionals secure their financial future. Visit LevelUpFinancialPlanning.com for a free consultation!

https://www.levelupfinancialplanning.com/

✅ If you made it to the end, comment: “Shine bright like a GitHub Star!” so we know who is a real one!

https://www.commityourcode.com/

Come to CYC!

Get The Developers Guide To AI here!

http://developersguide.ai/

Stay in Touch:

📧 Have ideas or questions for the show? Or are you a business that wants to talk business?

Email us at dannyandleonspodcast@gmail.com!

Danny Thompson

https://x.com/DThompsonDev

https://www.linkedin.com/in/DThompsonDev

www.DThompsonDev.com

Leon Noel

https://x.com/leonnoel

https://www.linkedin.com/in/leonnoel/

https://100devs.org/

📧 Have ideas or questions for the show? Or are you a business that wants to talk business?

Email us at dannyandleonspodcast@gmail.com!

Chapters:

00:00 - The $0.06 Fake GitHub Star Scam

01:03 - Welcome to The Programming Podcast!

01:48 - The Carnegie Mellon "Star Scout" Study

08:48 - Why Startups Buy Stars for VC Funding

10:19 Sponsor

11:20 - The AI Startup Funding Pipeline

15:24 - How to Spot Fake Repos (The Fork-to-Star Ratio)

16:43 - The Malware Trap: Pirated Software & Roblox Hacks

19:59 - Is Open Source Dead?

25:08 - AI Agents vs. Core Engineering Practices

29:04 - Q&A: Proving Resume Impact Without Tracked Metrics

31:19 - How to Hack Your 1-on-1s with Your Manager

35:42 - Upcoming Episodes & Outro