AI Code Rescue: Turn Your Vibe-Coded Prototype into Production Software.
Building an MVP with Cursor, Claude Code, Lovable, or v0 felt like magic—until you hit the architectural wall. We audit, untangle, secure, and stabilize AI-generated codebases so your business can scale without crashing.
Did Your AI Prototype Hit One of These Walls?
Cascading Re-render Loops
Circular useEffect hooks and conflicting local states cause browser tabs to freeze, burning client CPU and crashing mobile browsers.
Exposed API Keys & Secrets
Stripe secret keys, database credentials, or private LLM tokens accidentally prefixed with NEXT_PUBLIC_* and leaked into client bundles.
Unindexed Database Thrashing
Unstructured JSON columns, unindexed queries, and missing connection pools that exhaust your database connections under slight traffic.
The Refactor Death Spiral
Asking the AI to add or modify a single feature causes three unrelated features to break because the code lacks modular architectural boundaries.
How We Rescue Your Codebase
Comprehensive Audit
Security scan for exposed credentials, dependency supply-chain verification, and architectural stress testing.
Strict TypeScript & Types
Replacing loose `any` types with end-to-end typed interfaces and Zod runtime schema validation on all API endpoints.
State & Server Actions
Refactoring chaotic client state into deterministic React Server Actions and TanStack Query caching.
CI/CD & Testing Harness
Installing automated GitHub Actions test pipelines and containerized deployments so future edits never break production.
Do Not Throw Away Your MVP. Fix It.
Get senior software engineers to audit, refactor, and harden your application for real customer scale.