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Vibe Code Rescue

Turn AI code chaos into a solid foundation for growth.

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"MetaCTO exceeded our expectations."

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G-Sight Solutions

"Their ability to deliver on time while staying aligned with our evolving needs made a big difference."

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Ascend Labs

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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

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    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.

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    Creeping technical debt that slows you down

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

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    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.

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    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.

Our Vibe Code Rescue Process

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

  • 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.

  • 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.

  • 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.

  • Implementing Critical Fixes

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

  • 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.

  • 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.

Our Work

Case Studies

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

Mamazen

Mamazen

Achieved 6-figure revenue increase transforming meditation content into a streaming platform
View Case Study about Mamazen
kommu

kommu

Increased user activation by 73% with AI-driven onboarding and frictionless authentication
View Case Study about kommu
Parrot Club

Parrot Club

Real time P2P language learning app with AI transcription & corrections
View Case Study about Parrot Club

Build an App That's More Than an AI Experiment

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

Why Choose MetaCTO?

Built on experience, focused on results

20+

Years of App Development Experience

100+

Successful Projects Delivered

$40M+

In Client Fundraising Support

5.0

Star Rating on Clutch

Ready to Build Your App?

Let's discuss your project and create a roadmap to success.

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