42 Articles

Web Development Articles

Frontend and backend development tutorials, frameworks, best practices, and the latest web technologies.

We Built an AI Code Tool. Then Reality Hit.
Web Development 5 min read

We Built an AI Code Tool. Then Reality Hit.

Six months ago, my team shipped an AI-powered code suggestion feature. The demos were clean. The founder was excited. We had benchmarks showing 85% accuracy on test cases. Then a client tried it on their actual codebase—a three-year-old Next.js monorepo with custom tooling, weird...

Stop Shipping Skills on Vibes—You Need Actual Metrics
Web Development 5 min read

Stop Shipping Skills on Vibes—You Need Actual Metrics

Last month, I spent three days building what I thought was a killer Claude skill for handling API documentation generation. It looked good. The outputs *felt* right. I shipped it to production feeling genuinely confident. Two weeks later, I noticed it was making things worse in e...

Why I'm Done Blasting My AI Project to Random Discord Servers
Web Development 4 min read

Why I'm Done Blasting My AI Project to Random Discord Servers

Last month, I launched a small CLI tool for managing Cursor sessions across teams. I was genuinely proud of it. The code was solid, the documentation was clear, and I had maybe three real use cases I'd tested with friends. So I did what every developer does: I posted it everywher...