Developer Tools

Building Your Own AI Code Review Pipeline: How I Automated PR Reviews with Claude API and GitHub Actions After spending 2 hours daily reviewing PRs, I built an AI pipeline that catches 80% of issues before human review. Last week alone, it caught 12 security issues, 8 performance problems, and 23 accessibility violations before they hit production. Here’s exactly how to build your own for less than $10/month. The Breaking Point Three months ago, our team hit a wall. With 15-20 PRs daily and only 2 senior developers, code reviews became our biggest bottleneck. Junior developers waited 2-3 days for feedback. Critical bugs slipped through. I was spending more time reviewing code than writing it. ...

Why I Ditched Docker Desktop and You Should Too: A Complete Guide to Alternatives in 2025 After Docker Desktop crashed my M2 MacBook for the third time this week while eating 4GB of RAM to run a simple Node.js container, I finally had enough. That breaking point led me down a rabbit hole of Docker alternatives that honestly should have happened years ago. Here’s what I discovered after testing every major Docker Desktop alternative, complete with performance benchmarks, migration headaches, and brutally honest takes on what actually works. ...

AI Code Editors Showdown: Cursor vs Windsurf vs GitHub Copilot - Which One Will 10x Your Productivity? The year is 2025, and if you’re still coding without an AI assistant, you’re essentially bringing a knife to a gunfight. But with Cursor hitting $25M ARR, Windsurf exploding to 40,000 weekly active developers in just 30 days, and GitHub Copilot powering millions of developers worldwide - which AI code editor should you actually use? ...