Turn unstable prototypes into production ready software with vibe coding cleanup as a service. We stabilize architecture, remove hidden risks, and make delivery predictable so your team can ship confidently.

Vibe Coding Cleanup As a Service

What Makes Our AI Transformation Different

01

Technical Debt Compounds Quickly

Code written for speed creates debt that slows every future change.

MVP features now require 2 to 3 weeks each
02

Security Vulnerabilities Threaten Business

Rushed code often misses secure defaults and safe data handling.

Audit revealed 23 critical vulnerabilities exposing customer data
03

Performance Issues Block Scale

Prototypes may work in testing but fail under real production load.

System became unusable at 500 concurrent users
04

Zero Testing Equals High-Risk Deployments

Without automated tests, releases become unpredictable and break features.

30 percent of releases introduced bugs found by customers

What We Fix During Vibe Coding Cleanup

Architecture restructuring

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Reorganize code into clear layers and modules so future changes stop breaking unrelated parts.

Code refactoring & cleanup

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Remove duplication, fix naming, extract reusable logic, and align coding standards across the codebase.

Testing coverage & automation

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Add reliable unit and integration tests so releases become predictable and regressions get caught early.

Security and vulnerability fixes

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Harden auth, inputs, dependencies, and data flows using OWASP aligned practices and secure defaults.

Performance optimization

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Improve response times with query tuning, caching, payload reduction, and memory fixes where needed.

CI/CD setup for stable releases

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Add build pipelines, quality gates, and safe deployment steps so only verified code reaches production.

Transform Unstable Code into Production Ready Software

Stop worrying about technical debt, security risks, and scalability problems inherited from rapid development.

Platforms & Tools We Automate

Codebase Audit

We review architecture, dependencies, security, testing coverage, and performance bottlenecks to map what is risky and what is simply messy.c

Duration: week 1
Automated code quality analysis
Security vulnerability assessment
Performance bottleneck identification
Technical debt prioritization report

Stabilization Roadmap

We translate audit findings into an action plan with priorities, estimates, and a release safe sequence of changes.

Duration: week 2
Quick wins list with impact estimates
Refactoring plan with safe boundaries
Testing strategy and coverage goals
Delivery plan with milestones

Cleanup & Refactoring Sprints

We execute the plan in focused sprints, shipping improvements in small batches to keep the product stable.

Duration: 2 to 6 weeks
Architecture restructuring and modularization
Refactoring with regression protection
Test suite build out and automation
Performance and security fixes

Ongoing Support

After stabilization, we help you keep quality high and prevent the same issues from returning as features expand.

Duration: ongoing
Release support and monitoring
CI checks and code review guardrails
Performance and security maintenance
Continuous improvement backlog
Why Businesses Choose Us

We review architecture, dependencies, security, testing coverage, and performance bottlenecks to map what is risky and what is simply messy.

Clients come to us when a prototype works, but engineering feels stressful. They need a team that understands fast iteration and production discipline at the same time. Our vibe coding cleanup approach is not about rewriting everything. It is about stabilizing what you already have and making it safe to grow.

Clear scope and measurable outcomes before work starts

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AI assisted scan maps tech debt, security risks, and dependencies, highlighting quick wins your team can validate fast.

Engineers who refactor without breaking product behavior

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Security and testing baked into the cleanup plan

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Transparent progress with weekly updates and demos

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A delivery mindset that makes your team faster after we leave

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If you want vibe coding cleanup as a service instead of a risky rewrite, we keep changes incremental and release friendly.

Meet our amazing team

Our team isn't just consultants—
we're engineers who've spent years maintaining complex enterprise systems.

See More

Types of Apps We Modernize

We modernize web, mobile, and desktop applications, enterprise systems, SaaS platforms, IoT solutions, Big Data infrastructure, blockchain, and AI/ML applications across all industries.

Frontend

React, Vue, Angular, Next.js

Modern JavaScript frameworks for web applications with clean component architecture.

Mobile

React Native, Flutter, Swift, Kotlin

Native and cross platform frameworks for iOS and Android applications.

Backend

Node.js, Python, 
Ruby, PHP

Server side stacks for scalable APIs, business logic, and data processing.

Databases

PostgreSQL, MySQL, MongoDB, Redis

Relational and NoSQL storage for persistence, caching, and high performance data access.

Automated Testing

Jest, PyTest, PHPUnit, Playwright

Unit and end to end coverage to reduce regressions and ship changes safely.

Static Analysis

ESLint, Prettier, SonarQube, CodeQL

Consistent standards and early issue detection across the codebase.

Dependency Safety

Snyk, Dependabot, npm audit

Continuous checks to reduce supply chain risk and outdated packages.

Quality Gates

PR checks, coverage thresholds, lint rules

Clear acceptance criteria so unstable code does not reach production.

CI Pipelines

GitHub Actions, GitLab CI, Jenkins

Repeatable builds and checks triggered on every change.

Containerization

Docker, Kubernetes

Consistent environments for development, staging, and production.

Infrastructure as Code

Terraform, Helm

Versioned infrastructure changes and predictable deployments.

Release Safety

Blue green, canary, rollback strategy

Controlled releases that minimize downtime and user impact.

IDEs

VS Code, JetBrains IDEs

Fast navigation, refactoring, and debugging for large codebases.

API Tooling

Postman, Swagger, OpenAPI

Clean API contracts and easier integration testing.

Error Tracking

Sentry

Production visibility with actionable stack traces and alerts.

Observability

Prometheus, Grafana, Datadog

Monitoring dashboards for performance, errors, and service health.

What our customers saying about us

Stop Managing Technical Debt.
Eliminate It

Transform your unstable prototype into production ready software with our proven vibe coding cleanup as a service.

FAQ

What is vibe coding cleanup?

Vibe coding cleanup is a structured upgrade of a fast built codebase to make it stable, maintainable, and safe to ship. It focuses on architecture, refactoring, testing, security, and release readiness.

How do you know if my code needs cleanup?

If feature work keeps slowing down, bugs return after fixes, and releases feel risky, it is usually time for vibe coding cleanup services. Other signs include unclear ownership in code, duplicated logic, fragile integrations, and missing tests.

How long does a cleanup usually take?

Most projects take 2 to 6 weeks, depending on codebase size, test coverage, and the number of critical issues. We start with a short audit, then run focused sprints, then stabilize releases.

Can you secure AI generated code?

Yes. We review auth and permissions, input validation, dependency risks, data exposure points, and common OWASP issues. Then we fix vulnerabilities and add tests and guardrails so changes stay safe.

Will the cleanup affect existing features?

The goal is to keep behavior unchanged. We lock expected outcomes with regression tests and ship improvements in small, verifiable steps. If a change could impact a feature, we flag it upfront.

Do you provide ongoing support?

Yes. Many teams keep vibe coding cleanup as a service after the initial work to maintain CI checks, monitor stability, and prevent technical debt from building up again.

Curious about the project cost?

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Hesitating which course to select for your company? Reach out, and we will help you navigate through the seas of the latest innovations and trends.
Oleg Tarasiuk
CEO & Strategist
Roman Oshyyko
Design Director