AI-Generated Code Repair (Cursor, v0, Bolt, Lovable)
Clean up spaghetti AI code, hidden security holes, and bloated dependencies before scaling.
The Core Challenge
AI tools like Cursor, v0, and Bolt let non-technical founders build MVPs in days. But AI models frequently hallucinate non-existent NPM packages, duplicate 500 lines of component state, and expose DB secret keys directly to the browser.
Common Symptoms & Critical Failure Points
App becomes sluggish and unmaintainable after 50+ AI prompts
API keys exposed in browser bundle or public client-side env variables
Duplicated components and inconsistent TypeScript types breaking builds
Database queries running inside client components without server authorization
Our Audit & Remediation Process
How HawkInspect Pro Fixes This
Architectural Audit & Dependency Pruning
Strip out dead AI-generated packages, unify state management, and establish clean folder architecture.
Zero-Trust Security & API Key Isolation
Audit environment variables, move exposed DB calls to secure server routes, and enforce role-based auth.
TypeScript Type Unification
Replace `any` types and conflicting interfaces with strict type-safe schemas across frontend and API.
"Built a fintech MVP with Cursor and v0, but user data and DB keys were accidentally readable in client JavaScript bundles."
Secured API routes, abstracted server logic, reduced JS bundle by 62%, and prepared code for investor demo.
What You Receive In Your Audit
Frequently Asked Questions
Should I toss out my AI-generated code and restart?
No! 70-80% of the UI and business logic built with AI is valuable. We surgically fix the 20% security and architecture flaws.
Can I continue using Cursor or AI after your audit?
Absolutely. We set up clean project rules (`.cursorrules` / strict TS config) so your AI tool generates clean code going forward.
Ready to audit and stabilize your codebase?
Get 1-on-1 direct access to principal architects who have shipped production software at scale. Zero offshore outsourcing.
Schedule Code Triage Session