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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Building a Code Review Agent That Learns From Every Decision
Building a Code Review Agent That Actually Learns agents #ai #codequality #machinelearning AI code reviewers are becoming common in modern development…
Building a Code Review Agent That Learns From Every Decision
Most AI-powered developer tools share a fundamental limitation: they reset to zero after every interaction. Close the tab, and the system forgets ever…
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…