AI-BUILT
CODEBASE RESCUE.
AI coding agents are incredible for prototyping, but terrible at enterprise architecture. We untangle, refactor, and stabilize brittle AI-generated code so you can actually scale.
REQUEST CODEBASE AUDITIs your MVP at risk?
AI models generate code line-by-line, not system-by-system. This inevitably leads to architectural spaghetti that breaks under load.
The "Fix-One-Break-Two" Loop
Adding a simple feature causes unrelated systems to crash because the AI created massive, hidden dependencies.
Security Vulnerabilities
AI often hallucinates authentication logic, leaves secrets hardcoded, or exposes direct database queries to the frontend.
Performance Bottlenecks
The prototype runs fine locally, but fails in production because the AI ignored N+1 query problems and index optimization.
Massive Tech Debt
Instead of modular components, you have 3,000-line "god files" that human developers refuse to touch.
Prototype to Production
The AI Output
Unscalable- Monolithic SpaghettiUI, business logic, and database queries intertwined in single files.
- Zero Test CoverageNo unit or integration tests, making human refactoring terrifying.
- Insecure DefaultsMissing CORS constraints, unvalidated inputs, and exposed API routes.
Stactualize Standard
Enterprise Grade- Separation of ConcernsClean MVC or Service-Controller patterns with strict module boundaries.
- Test-Driven ValidationComprehensive CI/CD pipelines enforcing Vitest/Jest coverage limits.
- Hardened InfrastructureOWASP Top 10 mitigation, rate limiting, and strict input sanitization.
Our Rescue Methodology
We don't rewrite your MVP from scratch unless absolutely necessary. We systematically untangle the mess while keeping your application running.
The Forensic Audit
We map the AI-generated architecture, identify critical security flaws, N+1 query bottlenecks, and hidden tight couplings.
Test Harness Installation
Before touching the spaghetti code, we write comprehensive end-to-end and integration tests to ensure our refactoring doesn't break existing behavior.
Strangler Fig Decoupling
We systematically extract logic from "god files" into isolated, secure services and controllers, swapping them out one by one.
Security Hardening
We implement standard data sanitization, correct flawed authentication schemas, and optimize database indexes for scale.
STOP THE BLEEDING
Send us your GitHub repository. We will conduct a high-level forensic audit of your AI-generated codebase and provide a realistic rescue roadmap.
GET A CODEBASE HEALTH CHECK