I built a repo structural audit — bus factor, churn, god files, dependency rot, gap analysis
Linor Repo Report runs six independent analysis engines against any GitHub repo and produces a structural diagnosis: Bus factor risk, churn and instab…
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The High Interest on the AI Loan: Why "Vibe Coding" is a Maintenance Nightmare
The Great Illusion of Technical Egalitarianism Today, everyone—from venture capitalists to liberal arts enthusiasts—is intoxicated by the era of "Vibe…
How to Keep Your Codebase From Rotting When AI Writes Most of It
Snap just announced that AI agents generate over 65% of their new code. The same week, they laid off roughly 1,000 employees — 16% of their workforce.…
Why Your Vibe-Coded Project Falls Apart and How to Fix Your Workflow
You shipped it. The demo looked great. Your AI assistant wrote 90% of the code, you tweaked a few things, pushed to production, and... it fell over wi…
Your AI-written codebase is drifting. Here's how to measure it.
The bug you can't grep for I was going through my handlers last month. All written with Claude and Cursor over a few weeks. Something felt wrong but I…
Beyond Core Java: What Makes You a Professional Developer
Finishing Core Java is a strong foundation — but professionalism in software development is defined by how you write, structure, and maintain code in …
Building a Five-Layer Quality Gate for Agent-Written Code
When velocity is the priority, quality needs a system. I'm a solo developer building Grimoire, a tabletop RPG session management platform. I've been l…
JavaScript Error Handling: Moving Beyond Generic Catch-Alls for Efficient Debugging and Resolution
Introduction: The Importance of Understanding JS Error Types JavaScript, with its dynamic and flexible nature, is both a blessing and a curse. While i…
AI-Generated PRs Lack Human Oversight, Leading to Poor Code Quality: Implementing Review Guidelines as Solution
Introduction: The Rise of AI-Generated Code and Its Challenges The integration of AI agents into software development has undeniably accelerated codin…