Problems Caught Before Production
What senior review found that automated scanning alone would have left in place.
PerformanceSaaS
14-second responses brought under one second
Database queries had no indexing and N+1 patterns were everywhere. We identified 6 critical query patterns, implemented proper indexing, and restructured the caching layer.
- 6 query patterns fixed
- Sub-1s stability
ArchitectureStartup
An architecture built for 100,000 users that would have collapsed at 8,000
A monolithic architecture planned to serve 100,000 users, caught before customer launch and re-architected to event-driven services.
- Caught pre-launch
- Series A 3 months later
AdvisoryFounder-led
A microservices rebuild called off after the audit
The founder was about to rebuild the entire product on microservices based on wrong assumptions about load. Our audit showed the bottleneck was a single service.
- 6 months saved
- $200K in salaries saved
Build with
confidence.
AI builds the product. Vibecop makes sure it won’t break in production, fail under scale, or expose your users to risk. One audit. Fewer expensive surprises.