Vibe coding cleanup services

You built your app fast with AI. Our vibe coding cleanup services take it from a working prototype to production-ready software. We refactor weak code, add tests, and strengthen security, so your team can launch and keep building.

70+

in-house AI experts

40+

projects delivered

19+

years in software development

Readiness
Services
Cases
Benefits
Process
Technologies
FAQ

Vibe coding in numbers

62%

of AI-generated code is flawed or vulnerable

An app can work as expected and still contain weak access controls or exposed secrets. (OX Security)

1.7×

more issues  in AI-generated code

Across 470 open-source pull requests, AI-generated changes had more issues than human-written code. (CodeRabbit)

85%

say AI has shifted the bottleneck to code review

As code gets generated faster, more work moves into review and validation. (GitLab)

Signs your vibe-coded app needs cleanup

A vibe-coded app might seem finished once its main flow is working. However, issues often appear when you use real data or make regular updates. Watch for these signs to know when it’s time for a code cleanup.

Our vibe coding cleanup services

  • AI code audit
  • Code refactoring
  • Security hardening
  • QA automation
  • Performance optimization
  • CI/CD & monitoring

AI-generated code audit

We map how the app is put together, where the weak spots sit, and which issues could block release. The review covers architecture, code quality, security, performance, and room for growth, then sets priorities for AI code cleanup.

Data scientist building algorithms and analyzing code architecture

Code refactoring

Vibe coding cleanup services make a tangled codebase easier for engineers to use. We remove duplicate logic and break up overloaded modules, while keeping the strong parts. This way, future updates are simpler and less risky.

Developer mapping data structures and refactoring codebase

Security audit & hardening

As part of our vibe coding rescue services, we review access controls, secrets, dependencies, APIs, and data handling. Our team addresses verified vulnerabilities and compliance gaps, then records any remaining risk so you know what still needs attention.

Network data security hardware configuration for security audit

Testing & QA automation

Vibe coding fixing services include unit, integration, and end-to-end tests for the key flows your users and business depend on. This helps catch regressions before release and gives your team a reliable way to check the app after each update.

Tech specialist performing UAT testing on a digital tablet

Performance optimization

Vibe code cleanup covers slow database queries, repeated API calls, weak caching, and inefficient infrastructure configuration. We identify where time and resources are wasted and fix the parts that make the app slower for users.

Tablet display showing data dashboard for performance optimization

CI/CD, monitoring & documentation

With vibe coding cleanup as a service, we set up deployment pipelines, monitoring, alerts, and technical documentation. Your team gets a repeatable release process, better visibility into failures, and enough context to support the app after handoff.

DevOps CI/CD loop visualization for continuous integration and monitoring

AI-generated code audit

We map how the app is put together, where the weak spots sit, and which issues could block release. The review covers architecture, code quality, security, performance, and room for growth, then sets priorities for AI code cleanup.

Data scientist building algorithms and analyzing code architecture

Code refactoring

Vibe coding cleanup services make a tangled codebase easier for engineers to use. We remove duplicate logic and break up overloaded modules, while keeping the strong parts. This way, future updates are simpler and less risky.

Developer mapping data structures and refactoring codebase

Security audit & hardening

As part of our vibe coding rescue services, we review access controls, secrets, dependencies, APIs, and data handling. Our team addresses verified vulnerabilities and compliance gaps, then records any remaining risk so you know what still needs attention.

Network data security hardware configuration for security audit

Testing & QA automation

Vibe coding fixing services include unit, integration, and end-to-end tests for the key flows your users and business depend on. This helps catch regressions before release and gives your team a reliable way to check the app after each update.

Tech specialist performing UAT testing on a digital tablet

Performance optimization

Vibe code cleanup covers slow database queries, repeated API calls, weak caching, and inefficient infrastructure configuration. We identify where time and resources are wasted and fix the parts that make the app slower for users.

Tablet display showing data dashboard for performance optimization

CI/CD, monitoring & documentation

With vibe coding cleanup as a service, we set up deployment pipelines, monitoring, alerts, and technical documentation. Your team gets a repeatable release process, better visibility into failures, and enough context to support the app after handoff.

DevOps CI/CD loop visualization for continuous integration and monitoring
Hays logo.Spar logo. Tietoevry logo. BS2 logo. Digital science logo. CBQK.QA logo. Topcon logo.NTT Data logo. Familux Resorts logo. LAPRAAC logo.
Hays logo.Spar logo. Tietoevry logo. BS2 logo. Digital science logo. CBQK.QA logo. Topcon logo.NTT Data logo. Familux Resorts logo. LAPRAAC logo.
Hays logo.Spar logo. Tietoevry logo. BS2 logo. Digital science logo. CBQK.QA logo.
Hays logo.Spar logo. Tietoevry logo. BS2 logo. Digital science logo. CBQK.QA logo.
Topcon logo.NTT Data logo. Familux Resorts logo. LAPRAAC logo.
Topcon logo.NTT Data logo. Familux Resorts logo. LAPRAAC logo.
Fix what’s blocking your release

Benefits of professional vibe code fixing

01/04

Fewer security risks

Code reviews catch problems that are easy to miss during a fast build, such as exposed secrets, weak access controls, and unsafe inputs. You get a ranked list of issues, so the team knows what could block the release and what can stay in the backlog.
02/04

Lower maintenance costs

After removing duplicate logic and separating responsibilities, developers spend less time hunting through the codebase and figuring out what a small change might break. Routine work becomes easier to estimate, with fewer hours going into debugging and release support.
03/04

A steadier user experience

Vibe coding fix services address the issues users notice most, such as broken flows, slow screens, lost state, and errors in production data. Automated tests protect important user journeys, and logs help trace failures after launch.
04/04

Improved scalability

As usage grows, slow queries and tightly coupled code begin to hold the product back. We rework the weak spots so the app can support more users and more demanding workflows without every release becoming a repair job.
01

Fewer security risks

02

Lower maintenance costs

03

A steadier user experience

04

Improved scalability

Why choose Innowise for vibe coding rescue

When choosing a vibe code cleanup company, you need architecture, QA, DevOps, and security skills within one team. With over 19 years in software development and more than 3,500 IT professionals, Innowise covers the work from audit to handoff. Our ISO 9001 and ISO 27001 certifications support quality and information security practices.

From AI-generated code to production-ready software

Free assessment

We review product goals, release status, repository access, and any known concerns. You get an early idea of the work involved and what to do next.

Technical audit

Our engineers check the codebase from architecture to deployment. Then they rank each issue by severity and show which parts of the system it affects.

Cleanup roadmap

Our vibe coding cleanup specialists group work by priority and dependency. The roadmap shows what to refactor, replace, test, or document before release.

Cleanup sprints

The team tackles the planned backlog, reviews every change, and adds tests for the affected parts. We track progress against the agreed release criteria.

Production handoff

We run final checks and fix anything that could block your release. You get the code, test results, deployment instructions, and a list of any remaining risks.

Ongoing support

After launch, we support you with monitoring, incident analysis, maintenance, and any additional engineering work, all in line with our agreed plan.

Focused product team holding a brainstorming session in a modern workspace
Is your vibe-coded app ready to launch?

With our vibe coding rescue services, we remove the issues standing in the way.

Before vs. after vibe coding rescue services

Area
Before cleanup
After cleanup
Codebase
One change triggers unexpected failures elsewhere
Modules are separated by responsibility, so changes stay contained
Security
API keys sit in source files, packages are outdated, and input checks are weak
Secrets are removed from source files, vulnerable packages are addressed, and access controls and input validation are added
Testing
Critical flows rely on manual click-through testing
Automated tests cover key flows and run before release
Deployment
Releases depend on manual steps and individual knowledge
CI/CD pipelines run builds, checks, and deployments through a repeatable process
Documentation
Key decisions remain in prompts and chat threads
Architecture, setup, and support procedures are recorded in project documentation
Growth
The team has no shared view of what to fix next
A prioritized roadmap connects technical work with product plans

What our clients think

All testimonials (59)

Their contributions have been valuable across several areas. Based on our experience, I can recommend Innowise for complex software development projects requiring strong automation capabilities.
Carlo Facci
COO, Zextras
5.0
Read full review
See project details
Innowise has delivered the project on time without any budget alterations. We would describe their project management as easy, autonomous, and responsive.
Régis Ramillien
CEO, trITon
5.0
Read full review
See project details
Innowise team acted professionally and proactively, tackling both strategic and urgent challenges equally well. They consistently brought best practices in responsible AI, e-commerce engines, and web technologies to the table.
Jonas Kullgren
CEO, Vidda Solutions AS
5.0
Read full review
See project details

Technologies and tools

  • AI coding platforms
  • Frontend
  • Backend
  • Cloud & infrastructure
  • DevOps
  • Code quality & testing
  • AI models

AI coding platforms

Cursor
Cursor icon
Claude Code
Claude Code icon
GitHub Copilot
GitHub Copilot icon
Codex
Codex icon
Windsurf
Windsurf icon
Replit
Replit icon
Lovable
Lovable icon
Bolt
Bolt icon

Frontend

React
React icon
Next.js
Next.js icon
Vue.js
Vue.js icon
Angular
Angular icon
TypeScript
TypeScript icon
Tailwind CSS
Tailwind CSS icon

Backend

Node.js
Node.js icon
Python
Python icon
Django
Django icon
Java Spring
Java Spring icon
Go
Go icon
.NET
.NET icon

Cloud & infrastructure

DevOps

Docker
Docker icon
Kubernetes
Kubernetes icon
Jenkins
Jenkins icon
Terraform
Terraform icon

Code quality & testing

SonarQube
SonarQube icon
ESLint
ESLint icon
Prettier
Prettier icon
Snyk
Snyk icon
Semgrep
Semgrep icon
Cypress
Cypress icon
Playwright
Playwright icon

AI models

GPT
GPT icon
Claude
Claude icon
Gemini
Gemini icon
Llama
Llama icon
Mistral
Mistral icon
DeepSeek
DeepSeek icon

AI coding platforms

Cursor
Cursor icon
Claude Code
Claude Code icon
GitHub Copilot
GitHub Copilot icon
Codex
Codex icon
Windsurf
Windsurf icon
Replit
Replit icon
Lovable
Lovable icon
Bolt
Bolt icon

Frontend

React
React icon
Next.js
Next.js icon
Vue.js
Vue.js icon
Angular
Angular icon
TypeScript
TypeScript icon
Tailwind CSS
Tailwind CSS icon

Backend

Node.js
Node.js icon
Python
Python icon
Django
Django icon
Java Spring
Java Spring icon
Go
Go icon
.NET
.NET icon

Cloud & infrastructure

DevOps

Docker
Docker icon
Kubernetes
Kubernetes icon
Jenkins
Jenkins icon
Terraform
Terraform icon

Code quality & testing

SonarQube
SonarQube icon
ESLint
ESLint icon
Prettier
Prettier icon
Snyk
Snyk icon
Semgrep
Semgrep icon
Cypress
Cypress icon
Playwright
Playwright icon

AI models

GPT
GPT icon
Claude
Claude icon
Gemini
Gemini icon
Llama
Llama icon
Mistral
Mistral icon
DeepSeek
DeepSeek icon

FAQ

Your app may need cleanup if changing one thing breaks something else, tests are missing, or no one has reviewed the code for security. Other warning signs include slow performance with real users and code that your engineers struggle to read. A code audit helps identify what needs fixing first.

A vibe code rescue service usually includes a technical audit, code refactoring, security work, testing, and performance tuning. At Innowise, we begin with a free assessment and then prepare a cleanup plan based on what we find, such as architectural issues, missing tests, or gaps in the CI/CD setup. The plan sets the priorities and scope before the work starts.

Hiring an external vibe code cleanup specialist gives you a fresh perspective on your codebase and brings experience with common issues in AI-generated software. Since they didn't write the original code, they may spot issues the current developers have grown used to. An experienced external team can also move from audit to fixes more quickly because the engineers already know which patterns to watch for.

Yes, AI-generated code can be ready for production without fixes if it meets the same testing, security, performance, and release requirements as any other codebase. But passing basic tests alone doesn't prove that it meets those requirements. A technical audit shows whether the app is ready to launch or still needs work.

Sure, our engineers work with applications built using Cursor, Lovable, Replit, Bolt, Windsurf, GitHub Copilot, and other AI coding tools. We review the resulting codebase, architecture, dependencies, and infrastructure. The cleanup scope depends on the condition of the application and its release goals.

A vibe code cleanup project usually takes a few weeks to a few months. The timeline depends on the size of the codebase and the issues found during the audit. A smaller app with a limited set of fixes takes less time than a product that needs deeper refactoring, new tests, and CI/CD work. After the audit, our vibe coding cleanup team provides a project estimate before the cleanup starts.

Absolutely! We offer ongoing support after the cleanup. You can start with a one-time engagement, then continue with maintenance, monitoring, release support, or further development once the app is in production.

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    1

    Once we’ve received and processed your request, we’ll get back to you to detail your project needs and sign an NDA to ensure confidentiality.

    2

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    3

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    4

    Finally, we’ll sign a contract and start working on your project right away.

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