Your Open Source PRs Are Getting Rejected: Here’s the Exact Data on Why (And How to Fix It)
After scanning 10,000 open source pull requests, I found the 5 deadly patterns that get 90% of them rejected. Here's the raw data and a practical fix for
I ditched GitHub Actions for a 50-line Makefile. Here’s why my 12 open-source projects are better off.
GitHub Actions Reusable Workflows: We Standardized CI Across 20 Open Source Repos and Lived to Tell the Tale
How We Set Up Multi-Architecture CI for an Open Source Project Using GitHub Actions (And Why You Should Too)
Your Open Source Project Is Thriving, But Your Contributors Are Quitting: The 4 Metrics You’re Not Tracking
Your GitHub stars are up. Your issue count is growing. But your most valuable contributors are quietly walking away. Here are the four metrics that predict contributor retention — and
I Scanned 10,000 Open Source PRs: The 5 Deadly Patterns That Get You Rejected Every Time
I analyzed 10,000 pull requests across 500 popular open source repos. Here are the 5 specific patterns that guarantee rejection—and the exact fixes that get your code merged fast.
GitHub Actions Matrix Builds Are a Trap: How We Optimized CI for 12 OSes and 4 Python Versions Without Losing Our Sanity
Naive matrix builds look clean but silently destroy your CI budget and developer velocity. Here's exactly how we slashed our open source CI run time by 73% and cut monthly
GitHub Security Best Practices: The Hard Truths I Learned From 5 Years of Open Source Maintenance
I spent 5 years maintaining open source repos on GitHub. I learned the hard way that security isn't just about Dependabot. Here's the real playbook for securing your project without
We Didn’t Just Fix Your Open Source PRs — We Built a 3-Stage Triage Pipeline That Handles 500+ Repos
Stop letting open source PRs rot in your inbox. Here's the exact 3-stage triage pipeline we built using GitHub Actions, Python, and a Vietnamese team that processes 500+ repos without
The Perfect Pull Request: A Template for Open Source Contributors That Gets Merged in Under 24 Hours
Most open source PRs get ignored or rejected because of poor descriptions, not bad code. Here's a battle-tested template that helped our team get PRs merged in under 24 hours