Engineering Insights
AI Rescue & Production Guides
Deep-dive technical guides on refactoring AI-generated code, database optimization, and scaling Next.js apps.
Architecture & Rescue 6 min read
Why AI-Generated MVPs Fail at 1,000 Users (And How to Fix It)
Tools like Lovable, Bolt.new, and Cursor are incredible for prototyping. But when real traffic hits, unindexed database queries and client-side auth leaks cause critical crashes. Here is how senior engineers fix them.
Alex Thorne July 24, 2026
DevOps & Production 8 min read
The Ultimate Bolt.new to Production Next.js Checklist
Going live with a Bolt.new or Replit prototype? Step-by-step checklist to audit security, add CI/CD pipelines, optimize bundle size, and set up SLA monitoring.
Elena Vance July 18, 2026