Blog
Insights on AI-built apps
Guides, breakdowns, and real examples from the code we review.

Is Your AI-Built App Breaking Privacy Laws? GDPR & Data Compliance
Non-technical founders unknowingly ship AI-built apps that violate GDPR, CCPA, and data privacy laws. Here's how to audit and fix compliance gaps before they cost you.
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Locked Into Replit? How to Own Your AI-Built App
Replit downtime, frozen databases, and export failures can take your AI-built app offline for days. Learn how to escape vendor lock-in and own your code.
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Why Your AI-Built App Breaks on Mobile (And How to Fix It)
Non-technical founders keep finding their AI-built app looks great on desktop but falls apart on phones. Here's why mobile responsiveness breaks and how to fix it.
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Your AI App's Database Schema Is a Time Bomb
AI tools generate database schemas that work for demos but collapse under real data. Learn why AI-built database schema design fails non-technical founders and how to fix it.
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Why Fixing One Bug Breaks Another in Your AI App
If fixing one thing in your AI-built app keeps breaking something else, here's why regression happens and how to stop the whack-a-mole cycle.
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Why Your AI-Built App's API Integrations Keep Breaking
Non-technical founders struggle to wire up and maintain third-party APIs in AI-built apps. Learn why integrations fail and how to fix them for good.
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When Your AI Can't Fix the Bug: Escaping the Vibe-Code Doom Loop
Your AI-built app broke and the AI keeps burning credits without fixing it. Learn how to escape the debugging doom loop when AI can't fix your app.
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Why Your AI App Quietly Burns Money in API Calls
Vibe-coded apps can rack up runaway API costs overnight. Learn how to spot, cap, and fix the AI-built code that silently drains your budget.
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Why API Errors Are Quietly Killing Your AI-Built App's Retention
Silent API errors in AI-built apps drive users away faster than crashes. Learn how to detect, log, and fix the failures vibe-coded apps hide.
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AI-Built App Has No Backups? How to Avoid Catastrophic Data Loss
Non-technical founders rarely set up database backups in AI-built apps. Learn how to add backups and recovery before one bad prompt wipes your user data.
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Can't Find Testers for Your AI-Built App? Here's the Fix
Struggling to find real testers for your vibe-coded app before launch? Learn how to validate your AI-built app with real users and catch bugs early.
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How to QA Test Your AI-Built App Before Real Users Find the Bugs
A practical QA testing guide for non-technical founders shipping AI-built apps, catch broken flows, dead buttons, and UI bugs before launch.
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Why Your AI-Built SaaS Payment Flow Is Quietly Losing Money
AI-built apps often ship broken Stripe and payment integrations. Learn the common vibe-coded payment mistakes that leak revenue and how to fix them before they cost you.
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Why Your AI-Built App Breaks When Things Get Complex
AI builders nail the demo but hit a wall with real complexity. Learn why vibe-coded apps break under load and how to fix the architecture before it costs you users.
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Why AI-Built Apps Break on Launch Day (And How to Prevent It)
Your AI-built SaaS works in testing but crashes when real users arrive. Here's how to pre-launch audit an AI app so launch day doesn't blow up.
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AI Hallucinated Packages: The Hidden Threat in Your App
AI coding tools recommend fake npm packages 20% of the time. Learn how hallucinated dependencies expose your AI-built app to attacks and how to catch them.
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Who Maintains Your AI-Built App After Launch?
Your AI-built app shipped fast, but who fixes it when real users hit bugs? A maintenance survival guide for non-technical founders.
Read article →Why your AI-built auth is probably broken
The three authentication mistakes that show up in almost every vibe-coded app, and how to tell if yours has them.
Read article →The hidden cost of vibe-coding debt
Why asking AI to add 'just one more feature' to a tangled codebase keeps getting more expensive, and what clean code actually buys you.
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