Vibe Code Rescue logo

Vibe Code Rescue

Your AI-Generated Code is a Mess. We Can Fix It.

Turn AI code chaos into a solid foundation for growth.

Talk With an Expert
hero

AI Got You This Far. We'll Take You to the Finish Line.

Vibe coding with LLMs is fast, but it's not flawless. We turn the mess into success.

Using AI to generate code can accelerate your project, but it often leaves behind a trail of technical debt, security vulnerabilities, and messy code. This isn't a dead end—it's a signal to bring in human experts. We specialize in transforming chaotic AI-generated codebases into stable, scalable, and secure applications, ensuring your initial speed doesn't compromise your long-term success.

Vibe Code Rescue Is More Than Just Debugging

Create a production-ready infrastructure from your AI prototype.

This isn't about quick fixes for AI hallucinations. It's a complete overhaul. Vibe Code Rescue addresses the core issues of AI-generated code—from duplicated logic to security holes—and establishes a robust architecture for innovation, efficiency, and sustainable growth. We're here to help you build it right.

The Hidden Costs of Vibe Coding

Here are the common problems we find in AI-assisted projects

  • icon

    Messy code that's impossible to maintain

    AI-generated code is often disorganized and lacks clear structure, making it a nightmare to update and manage.

  • icon

    Creeping technical debt that slows you down

    Quick AI solutions lead to a mountain of technical debt, making future development slow and expensive.

  • icon

    Hidden security flaws that put you at risk

    LLMs don't prioritize security, often introducing vulnerabilities that can expose your app and users to serious threats.

  • icon

    A fragile foundation that can't scale

    Your AI-built prototype works for a demo, but it's not ready for real-world growth and will crumble under pressure.

How We Help

Get Your AI Project Ready for Primetime

Comprehensive AI Code Audit & Refactoring

Comprehensive AI Code Audit & Refactoring

We meticulously analyze your AI-generated code, identifying and fixing architectural flaws, security risks, and inefficiencies to build a solid foundation.

Strategic Product and Technical Roadmap

Strategic Product and Technical Roadmap

We provide a clear path forward that resolves your immediate AI-code issues and prepares your application for long-term, scalable success.

How we help

Our Vibe Code Rescue Process

A deliberate process that brings clarity, stability, and scalability to your AI-generated project.

  • 1

    Initial Consultation

    We start with a 1-hour session to understand your goals, your AI development process, and the specific challenges you're facing with the codebase.

  • 2

    Deep Dive AI Code Evaluation

    Our experts conduct a thorough review of your AI-generated codebase, infrastructure, and performance to identify security gaps, technical debt, and scalability issues.

  • 3

    Tailored Refactoring & Technical Roadmap

    Based on our findings, we create a strategic roadmap focused on immediate fixes and long-term architectural improvements that align with your business objectives.

  • 4

    Implementing Critical Fixes

    We immediately tackle the most critical issues, patching security holes and refactoring problematic code to quickly improve performance and stability.

  • 5

    Full System Optimization & Refactoring

    We then execute on the larger plan, refining your app's architecture, improving usability, and eliminating technical debt to support future growth.

  • 6

    Review and Roadmap Handoff

    In our final meeting, we deliver a clean, maintainable codebase and a clear roadmap, empowering your team to move forward with confidence.

  • Talk with an expert

"MetaCTO brought our vision and the design to life in a pretty phenomenal experience that was honestly a night and day transformation from the previous version of the app."

Sean Richards

Sean Richards

Founder & CEO, RGB Group

Case Studies

From first product launch to integrating AI technologies… we've been through all of it.

  • Bond

    Bond Dating App, Find Your Perfect Match!

    • Defined and structured a a dating CRM for managing romantic relationships.
    • Integrated AI to deliver personalized insights, summaries, and coaching guidance.
    • Designed and implemented Bond.AI chat, enabling contextual conversation support across user-added data.
    • Architected an intuitive UX for adding, organizing, and reflecting on dynamic relationship inputs—text, media, voice.
    Bond
    See This Case Study
  • Parrot Club

    Real time P2P language learning app with AI transcription & corrections

    • Language education through real-time P2P video
    • Support 7 languages in 8 countries
    • Converts 10% of customers to annual subscriptions
    • Launched 2-sided marketplace with discoverability
    Parrot Club
    See This Case Study
  • Mamazen

    The #1 Mindfulness App for parents in the app store

    • Digital content library into a video streaming mobile app
    • Create scalable subscription revenue
    • Turn customers into lifelong fans
    • Generated over $500k in annual subscriptions
    Mamazen
    See This Case Study
  • G-Sight

    The Ultimate Dry-Fire Training App with Gamification and Computer Vision

    • Turn 1-time sales into recurring subscription revenue
    • Keep users coming back with gamification
    • Converts 10% of customers to annual subscriptions
    • Implement cutting-edge computer vision AI technology
    G-Sight
    See This Case Study

Why Choose MetaCTO

There's no idea too challenging for MetaCTO. Whatever you envision, we're prepared to deliver. Here's how we go from big idea to successful launch.

More Than Just Development—We Drive Growth After Launch

Building the app is just the start. We help you grow, making sure your app attracts users, drives engagement, and generates revenue long after launch.

Startups are Our Bread and Butter

Startups are in our DNA. We've been in your shoes. As founders and CTOs, we know the challenges of scaling a startup and can help you navigate the path from idea to growth and even exit.

US-Based Product Experts

The product strategists leading the way are based in the US. We understand your market and the unique challenges of startups in this space.

Mobile App Experts

With over 100 app launches, we know what it takes to build fast, secure, and high-performing mobile apps that stand out.

Build an App That's More Than an AI Experiment

Transform your AI-generated prototype into a robust, scalable, and successful application with MetaCTO.