
These issues exist in almost every v0/Bolt.new/Lovable output:
WHY IT HAPPENS
AI tools use temporary storage (localStorage, in-memory state)
DEVELOPER FIX
Set up PostgreSQL/MySQL with proper data persistence
WHY IT HAPPENS
AI generates UI but lacks proper authentication/authorization
DEVELOPER FIX
Implement role-based access control with secure auth
WHY IT HAPPENS
AI creates Stripe forms but misses error handling, webhooks
DEVELOPER FIX
Add proper payment flow with error handling and retry logic
WHY IT HAPPENS
No database optimization, connection pooling, or caching
DEVELOPER FIX
Database indexing, connection pools, CDN, load balancing
WHY IT HAPPENS
Missing input validation and sanitization
DEVELOPER FIX
Server-side validation, SQL injection prevention, XSS protection
WHY IT HAPPENS
AI code lacks logging, monitoring, error tracking
DEVELOPER FIX
Add Sentry, structured logging, monitoring dashboards
WHY IT HAPPENS
AI focuses on interactivity, not SEO best practices
DEVELOPER FIX
Add meta tags, SSR/SSG, sitemap, structured data
WHY IT HAPPENS
AI tests on desktop, mobile edge cases slip through
DEVELOPER FIX
Responsive testing, touch interactions, performance optimization
OWASP compliance, penetration testing, secure coding practices, vulnerability patching, compliance (GDPR, SOC2)
Database optimization, caching layers, CDN setup, auto-scaling, load balancing, disaster recovery
Complex calculations, workflow automation, integration with existing systems, edge case handling
CI/CD pipelines, monitoring & alerting, log management, backup systems, incident response
Total cost of "saving money" on developers: Lost customers + Emergency fixes + Damaged reputation = 3-5x what proper development would have cost.
AI PROTOTYPE
$0 - $100
1-3 days of work
+ PRODUCTION DEVELOPMENT
$5,000 - $35,000
2-8 weeks of work
= Solid foundation that doesn't break, scales with users, and protects your business.
Our teams in Bangalore and Coimbatore have rescued dozens of AI apps from production disasters. It's much cheaper to do it right the first time.
Share your v0, Bolt.new, or Lovable project. We'll identify issues and provide a fix estimate.
Get Free Problem Assessment →Common questions about AI automation for AI app development
AI-generated apps lack production essentials: secure authentication, persistent databases, payment processing, error handling, and scalable infrastructure. They're excellent prototypes but missing 50-70% of what production apps need.
Written by the Cartoon Mango team. We've fixed production issues in 100+ AI-generated apps. Based in Bangalore and Coimbatore, India.