I Built My App in Lovable. When Do I Need a Developer?
A practical decision guide for founders using Lovable: what you can keep prompting, what deserves engineering review, and when occasional or ongoing support fits.
Mamerto Fabian Jr.
Founder of Codefrost and full-stack software architect with more than 20 years of software-development experience. Claude Certified Architect — Foundations.
Why AI-Built Apps ‘Mostly Work’ but Fail at Launch: 10 Failure Patterns
An AI-built prototype can look finished while still carrying launch-blocking risks. Here are the ten patterns I would investigate before letting real users or money into the system.
Production Readiness for AI-Built Apps: Tests, Monitoring, Backups, and Support
Production readiness is the ability to detect, contain, explain, and recover from failure. Here is the minimum useful system for a solo founder or small team.
Security Checklist for Vibe-Coded Apps: What to Fix Before Real Users Arrive
Security failures in AI-built apps are rarely one mysterious hack. They are usually ordinary trust-boundary mistakes shipped faster and repeated across more code paths.
AI App Deployment Reality Check: Vercel, Netlify, Environment Variables, and Rollback
A successful preview URL is not proof of a repeatable production deployment. Use this guide to find environment drift, exposed secrets, build assumptions, migration races, and rollback gaps.
Supabase and Firebase Launch Mistakes: RLS, Rules, Migrations, and Backups
The database is not production-ready just because CRUD works. Before launch, verify who owns every record, whether rules match queries, how schema changes deploy, and whether backups can actually be restored.
Authentication Is Not Authorization: How AI-Built Apps Leak Other Users’ Data
A user can be correctly logged in and still be allowed to read or change the wrong data. Here is how to test the boundary that AI-built apps frequently miss.
Roo Code: A Powerful Cline Fork with Unique Features (2025 Guide)
Discover Roo Code, a powerful Cline fork that enhances your AI development workflow. Learn about its unique features, including custom modes, flexible API configurations, and a simple technique to cut token usage in half. This… Read More »Roo Code: A Powerful Cline Fork with Unique Features (2025 Guide)
How to Revert Bad GitHub Commits Without Using Command Line
Learn how to recover from bad commits in GitHub without touching the command line! This step-by-step guide shows you how to revert to a previous good state using just the GitHub web interface and Visual… Read More »How to Revert Bad GitHub Commits Without Using Command Line
Transforming Our GitHub Tutorial Platform: From Bolt to Cline
Discover how we transformed our GitHub tutorial platform by switching from Bolt to Cline, achieving dramatic improvements in build times and user experience. Learn about our journey from dynamic to static content, build process optimization,… Read More »Transforming Our GitHub Tutorial Platform: From Bolt to Cline