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Zethic Technologies LLP
Clean up your AI prototype with our services

Vibe Coding Cleanup Services

Cursor built the MVP. Claude wrote the logic. Lovable got it to launch. But now it’s breaking in production, the architecture doesn’t scale, and no one on the team can fully explain what half the code is doing. Zethic’s vibe coding cleanup services take AI-generated codebases and turn them into something your engineering team can own, stable, secure, and built to grow. Our senior engineers go layer by layer: architecture, code quality, security, CI/CD, and documentation, until the codebase works as hard as the product it powers. 

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HIDDEN RISKS OF AI CODE

Why Vibe Coding Cleanup Matters

AI prototyping is useful for early validation. The problem starts when that prototype needs to become a real product. AI-generated code is optimized for the demo, not for what comes after it.

But here’s the reality:

It breaks under real conditions

AI code struggles with edge cases, complex error handling, and production traffic.

Security gaps are common

Access control, session management, and encryption are routinely missed or implemented incorrectly.

Scaling is hard.

AI writes locally optimized code that breaks when users and features grow.

Technical debt accumulates fast

Inconsistent patterns and missing documentation slow down every future change.

At Zethic, we understand exactly what your code needs to function as intended, often overlooked in “vibe-coded” MVPs. With our cleanup services, you can create actually stable and maintainable products.

WHAT WE OFFER

What Cleanup Services Does Zethic Offer?

Here’s how we approach your vibe-coded applications with practicality and future-readiness:

Architecture & Design Simplification

We restructure your codebase for maintainability and scale, creating a solid foundation for future development.

Code Quality &
Testing

We fix bugs, enforce coding standards, and introduce automated tests so every future release is validated before it ships.

Security
Hardening

We audit for vulnerabilities and implement proper authentication, authorization, and data protection controls, building production-ready apps with AI. Secure architecture always requires deliberate human engineering.

CI/CD & DevOps
Implementation

We set up automated pipelines, monitoring, and rollback systems for reliable, confident deployments

Documentation & Knowledge Transfer

We document architecture decisions, data flows, and operational processes so your team can maintain and extend the system independently

STRUCTURED CLEANUP APPROACH

Our Process

We follow a structured, step-by-step approach inspired by best practices across leading tech firms:

Application Assessment

We begin our process by conducting a thorough technical check of your application. We’ll look at your architecture, scalability, CI/CD, security, and risk-prone code chunks.

01

Improvement Plan

We produce a prioritized remediation roadmap with phased fixes ordered by impact and risk.

02

Long-Term Support

We provide ongoing maintenance, periodic audits, and continued engineering support after the cleanup is complete.

04

Application Assessment

We audit your architecture, code quality, CI/CD setup, and security posture to identify all high-risk areas.

01

Cleanup Sprints

Our engineers work in focused sprints covering architecture, security, testing, CI/CD, and documentation.

03

  • Simplified application architecture
  • Thorough testing for security holes and vulnerabilities
  • Enforcing best practices and coding standards
  • Implementing proper CI/CD pipelines
  • Supporting documentation for continued support throughout the application lifecycle

Long-Term Support

We understand the need for continuous monitoring and maintenance for any software project. At Zethic, we deliver long-term support, ensuring that your application functions as intended.

04

WHAT WE OFFER

Why Zethic?

Learn More

Engineers and architects with years of extensive experience in clean, efficient coding practices and innovative design solutions.

Proven track record of building reliable software solutions for startups, enterprises, and companies across multiple industries

We leverage AI for efficiency, but every line of code is reviewed, tested, and refined by senior engineers. Combining AI and human expertise for maximum efficiency.

In other words – don’t let AI-generated code hold back your business. With Zethic, you get expert support for your software, making it faster and safer.

Talk to our experts today to get a free assessment.

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Frequently Ask Questions

A vibe coding cleanup service takes AI-generated or rapidly prototyped code and refactors it into production-ready, maintainable code. If you built something fast with AI tools and it works but feels fragile, our vibe coding cleanup service audits the codebase, fixes structural issues, and ensures it scales safely.

If your app was built using AI-assisted coding tools and you’re seeing bugs, security gaps, or performance issues, it’s time for a vibe coding cleanup service. We review every layer of your code, from architecture to logic, and deliver a clean, engineer-approved build ready for real users.

Most mid-sized applications take 4 to 8 weeks. We share a detailed timeline after the initial audit based on codebase size and the severity of issues found.

Yes. We work with applications built on any AI coding platform. Our assessment is tool-agnostic and focuses entirely on the state of the codebase. If you’re earlier in the build process, our AI app development services can also help you build it right from the start.

 It depends on application complexity and scope. We offer a free assessment first, so you know exactly what needs fixing before any cost is discussed.

 Yes. Our assessment report covers architecture, code quality, security posture, and CI/CD maturity and is structured to support technical due diligence reviews.

Yes. Many clients continue with us for feature development, scaling, and long-term maintenance after the cleanup is complete, with support from our Fractional CTO service for teams that want continued strategic direction.

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