Common Symptoms
- App crashes or slows down under moderate traffic
- Database connection pool exhaustion
- API rate limits being hit frequently
- No caching strategy for frequently accessed data
- Single server handling all requests
- Memory leaks causing gradual performance degradation
Try These Fixes First
Before hiring an agency, try these steps yourself. Many common issues can be resolved with the right approach.
1
Implement a CDN for static assets and images
2
Add Redis or in-memory caching for frequent queries
3
Use connection pooling for database connections
4
Implement pagination instead of loading all records
5
Set up auto-scaling on your hosting platform
6
Profile and fix memory leaks with heap snapshots
Frequently Asked Questions
At what point do AI-generated apps need scaling work?
Most vibe-coded apps hit their first scaling wall around 100-500 concurrent users or 10,000+ database records. If you are approaching product-market fit, investing in scaling before growth spikes is critical.