AI Code Rescue & Production Guides
Peer-reviewed technical guides by senior engineers on refactoring AI-generated codebases, fixing database bottlenecks, and hardening Next.js applications for production scale.
Why Does My Lovable App Keep Breaking Authentication? (Root Cause + Fix)
Lovable apps break authentication because they store Supabase session tokens in un-synchronized React state instead of HTTP-only cookies, triggering silent token expiry and infinite redirect loops. Here is the exact production fix.
Bolt.new Database Connection Pool Exhausted: Complete Fix Guide
Bolt.new apps crash under load with 'PostgreSQL error: too many clients already'. This happens because serverless routes spawn direct TCP connections without pooling. Here is how to configure PgBouncer and Neon serverless driver.
Cursor AI Hallucinated and Deleted My Database — Recovery Steps
When Cursor AI Composer or agent hallucinations execute destructive schema drops or cascade deletions, fast emergency action is critical. Step-by-step recovery guide for PostgreSQL and Supabase.
Replit Agent vs Production: The 2026 Readiness Checklist
Is a Replit Agent prototype ready for live enterprise users? Review the 12-point production readiness checklist covering ephemeral disk wipes, environment security, and scaling.
How Much Does It Cost to Fix a Broken AI-Generated App in 2026?
A transparent breakdown of repair costs for Lovable, Bolt.new, Cursor, and Replit apps in 2026. Compare emergency hotfixes ($490-$890) vs full rescue sprints ($1,850-$3,450) vs rebuilding.
Vibe Coding Security Risks: What AI Builders Don't Tell You About RLS and Webhooks
Vibe coding tools generate apps rapidly, but 73% leave Supabase Row-Level Security disabled and Stripe webhook signatures unverified. Read the security audit guide to protect customer data.
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.
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.
Why Your Lovable & Bolt.new App Has 0 Google Clicks (And the Exact SEO / GSC Fix)
Apps built on Lovable, Bolt.new, and Cursor frequently suffer from 0 clicks and dozens of 'Discovered - currently not indexed' pages in Google Search Console. Here is the architectural guide to SSR migration, sitemap unification, canonical enforcement, and GEO/AEO optimization to reach Page 1.