PfaffDigital
Vibe Code Rescue

You Vibe, We Fix.
From AI Prototype to Production.

You used AI to build something real. It works — mostly. But now you need it secure, deployed, and ready for actual users. We take vibe-coded apps built with Cursor, Bolt, Lovable, and every other AI tool and turn them into production-grade software. Same concept. Bulletproof execution.
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The Vibe Coding Problem

AI Can Build Apps in Hours.
But It Can't Ship Them.

Vibe coding is real and it's powerful. Founders, designers, marketers, and non-technical teams are using AI tools to generate working applications faster than ever. Cursor, Bolt, Lovable, v0 — the tools are incredible. In a few hours, you can go from an idea to a functioning prototype.

But there's a gap between "it works on my screen" and "it's ready for customers." AI tools generate code that looks right and mostly functions — but they don't think about security, scalability, error handling, deployment, or the hundred other things that separate a prototype from a product.

That's where the "You Vibe, We Fix" service comes in. You bring us what the AI built. We make it real.

Sound Familiar?

The Six Symptoms
of a Vibe-Coded App

Security Holes Everywhere
AI tools don't think about attack vectors. Your app probably has exposed API keys, missing authentication, SQL injection vulnerabilities, and zero input validation. One bad actor away from a data breach.
No Idea How to Deploy
It works on localhost. Great. But getting it live — with SSL, a database, environment variables, CI/CD, and a domain that actually points somewhere — is where most vibe-coded projects go to die.
Errors You Can't Debug
The AI wrote the code. You prompted the AI. Now there's a stack trace you don't understand, a component that stopped rendering, and a database migration that corrupted your schema. Good luck asking ChatGPT to fix what ChatGPT broke.
Spaghetti Architecture
No separation of concerns. Business logic mixed with UI code. Duplicated functions everywhere. State management that looks like a crime scene. It works — barely — but adding a feature means breaking three others.
Accessibility? What Accessibility?
AI-generated UIs skip alt text, ignore keyboard navigation, miss ARIA labels, and produce color contrast ratios that fail WCAG standards. You're excluding users and exposing yourself to legal risk.
Performance Is an Afterthought
Unoptimized images, no lazy loading, massive JavaScript bundles, N+1 database queries, and zero caching. Your app loads slow, runs slow, and your users leave fast.
Before & After

From "Cool Demo"
to Production-Ready Product

The SaaS MVP

Before

A founder used Cursor to build a SaaS prototype in a weekend. It has user signups, a dashboard, and Stripe integration. But passwords are stored in plaintext, the Stripe webhook has no signature verification, there's no email confirmation, and the app crashes when two users hit the same endpoint simultaneously.

After

We audit the codebase, implement proper bcrypt password hashing, add webhook signature verification, set up email confirmation flows, implement proper concurrency handling, add rate limiting, and deploy it to production infrastructure with monitoring. The founder goes from "cool demo" to "investable product" in two weeks.

The Internal Tool

Before

A marketing team used Bolt to generate a campaign dashboard that pulls data from five different APIs. It works — sometimes. API keys are hardcoded in the frontend JavaScript, there's no error handling when an API is down, and the whole thing breaks whenever Google changes their Analytics API response format.

After

We move API calls to a proper backend with secure credential management, implement retry logic and graceful degradation for each data source, add response validation to handle API changes, and set up automated alerts when integrations break. The dashboard becomes reliable enough to present to the C-suite.

The Client-Facing App

Before

An agency used Lovable to prototype a client portal. It looks great in the demo. But it has no mobile responsiveness, no loading states, no error boundaries, no proper routing, and the database queries are so inefficient that page loads take 8+ seconds with real data.

After

We implement responsive design across all breakpoints, add skeleton loading states and error boundaries, set up proper client-side routing with auth guards, optimize database queries with proper indexing and pagination, and add CDN caching. Load times drop from 8 seconds to under 400ms.

What We Deliver

A Complete Rescue,
Not Just a Band-Aid

Comprehensive Code Audit
We go through every file, every route, every database query. You get a detailed report of what's broken, what's dangerous, and what's actually pretty good. No guesswork — a full technical assessment with severity rankings and a prioritized fix list.
Security Hardening
Authentication, authorization, input validation, CSRF protection, rate limiting, environment variable management, dependency vulnerability patching. We lock down your app the way it should have been built from the start.
Production Deployment
We get your app live. Proper hosting infrastructure, SSL certificates, database provisioning, environment configuration, CI/CD pipelines, monitoring, and logging. Not just deployed — deployed right, with rollback capability and zero-downtime updates.
Code Quality Refactoring
We restructure the codebase for maintainability. Proper component architecture, type safety, error handling, testing, documentation, and coding standards. The kind of code that a real development team can actually work with and extend.
Ongoing Maintenance & Support
After the rescue, we don't disappear. Dependency updates, security patches, performance monitoring, feature additions, and bug fixes. Your app stays healthy, and you have a real engineering team on call when things need attention.
How It Works

Four Steps From Broken
to Bulletproof

01

Submit Your Code

Share your repository or project files. We accept code from any AI tool — Cursor, Bolt, Lovable, v0, Replit, Claude Artifacts, ChatGPT, Windsurf — whatever you used to build it.

02

Free Initial Assessment

We run a complimentary high-level assessment and get back to you within 48 hours with our findings: what's working, what's risky, and what it would take to get it production-ready.

03

Detailed Rescue Plan

If you decide to proceed, we deliver a comprehensive rescue plan with specific fixes, effort estimates, and a prioritized roadmap. You know exactly what you're getting and what it costs before any work begins.

04

We Fix, You Ship

Our engineers execute the rescue plan. You get regular progress updates, access to the working codebase, and a final handoff that includes documentation, deployment instructions, and a maintenance guide.

The Business Case

Fix It Now
or Pay for It Later

Every day you run an unsecured vibe-coded app in production is a day you're accumulating technical debt, security risk, and user trust liability. A data breach costs an average of $4.45 million. A lost customer costs their lifetime value. A crashed demo costs the deal.

The math is simple: investing in a proper rescue now costs a fraction of what a security incident, failed launch, or complete rebuild will cost later. Most of our rescue projects pay for themselves within the first month of the app running properly in production.

And here's what people don't talk about: once your codebase is properly structured, adding new features becomes 3-5x faster. You're not just fixing the past — you're accelerating the future.

Frequently Asked Questions

Questions About
Our Rescue Process

You Built It. We'll Make It Bulletproof.

Send us your vibe-coded project and get a free initial assessment within 48 hours. We'll tell you exactly what needs fixing, what it'll take, and whether a rescue makes more sense than a rebuild.
Get a Free Code Audit
Free initial code assessment
Detailed rescue plan with fixed pricing
48-hour turnaround on assessment
Works with any AI tool output