Risk-free: audit codebase, assess security, deliver file-by-file triage roadmap before committing.
7 days
$450
VIBE CODE RESCUE
Production-grade SaaS from your AI-built prototype
Keep, Refactor, or Replace — we rescue what AI built and harden what matters.
Your AI-built prototype works in demo. It won’t survive production. No tests catch regressions. No error monitoring alerts you when users hit failures. No security middleware protects against the vulnerabilities AI tools routinely introduce. Every week you delay hardening is a week your users encounter the bugs your demo never showed.
We audit and refactor AI-generated codebases into production-grade SaaS — security hardened, tested, deployable — in weeks, not the months a full rewrite takes. Our triage methodology categorizes every file as Keep, Refactor, or Replace, preserving validated product decisions while adding the architecture the prototype lacks. Typically 50–70% of your codebase is preserved — validated product decisions stay intact.
We can help you with:
- Codebase audit with file-by-file triage (Keep / Refactor / Replace)
- Security hardening — input validation, auth middleware, secrets management, dependency audit
- Automated test suite — unit and integration tests for critical paths
- CI/CD pipeline — GitHub Actions, staging environment, automated deployment
- Architecture refactoring — folder structure, separation of concerns, dependency cleanup
- Performance optimization — database indexing, query optimization, caching
- Production deployment — monitoring, error tracking, logging, backup strategy
- Rust rewrite of performance-critical paths when Node.js or Python hits scaling limits
- and more.
Ready to discuss whether your AI-built prototype is rescuable or needs a rebuild? Book your free call!
Technologies we use
Packages
Codebase foundation — critical security fixes, test suite, CI/CD pipeline, architecture refactored.
21 days
$2,500
Production-ready SaaS — fully tested, secured, deployed with monitoring and error tracking.
30 days
$4,500
| Package | Description | Delivery Time | Total |
|---|---|---|---|
| Discovery Phase | Risk-free: audit codebase, assess security, deliver file-by-file triage roadmap before committing. | 7 days | $450 |
| Facilitated Launch | Codebase foundation — critical security fixes, test suite, CI/CD pipeline, architecture refactored. | 21 days | $2,500 |
| Pilot Phase | Production-ready SaaS — fully tested, secured, deployed with monitoring and error tracking. | 30 days | $4,500 |
