AI & “Vibe-Code” Rescue Sprint

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AI got your application to 70%. We build the 30% that makes it an enterprise asset.

Prompt engineering is great for building prototypes, but it fails at production-grade architecture. We rescue broken, fragile, or stuck software and transform it into secure, stable code.

The AI Reality Check

AI-augmented development has changed the industry, but independent metrics reveal a massive hidden cost:

  • The Vulnerability Trap: 45% of AI-generated code introduces critical OWASP Top 10 security flaws out of the box.
  • The Dependency Risk: Roughly 20% of AI code samples reference entirely hallucinated packages or insecure code dependencies.
  • The Last Mile Problem: AI gets builders to a working demo quickly, but it completely falls apart when dealing with state management, deep backend integration, data security, and complex multi-tenant environments.

How the Rescue Sprint Works

We step in when your app hits the “AI wall” where adding one new feature breaks three old ones.

  • Code Hardening: We strip out brittle, AI-generated “slop,” patch data leaks, and secure your authentication systems.
  • Structural Refactoring: We clean up your database schemas and rewrite inefficient logic so your application runs fast and predictably.
  • Deployment & CI/CD Pipeline: We transition your app off temporary local environments and move it onto automated, secure, commercial-grade cloud hosting.

Pricing & Terms

  • Investment: $4,500 – $7,500 fixed-price (scoped precisely following an App Health Audit).
  • Terms: 50% deposit upfront to begin work, 50% upon verified delivery and deployment.