They bring their experience to the table instead of just executing the vision. They feel like a true partner.
CEO at lynk, USA
Throughout the project, their technical expertise, industry knowledge, and adaptability have made them excellent partners.
CEO & Co-Founder at wyldr, Germany
They understand the goals and translate them quickly into good architecture and code.
Founder & Managing Director at dinahmoe, Sweden
Communication has been impeccable, and we view our relationship as a true partnership where Binary Studio has provided valuable insights that go beyond the checkbox of development.
Paul Garner
CEO at pavementSoft, USA
Binary Studio has a very diligent hiring process, and a sharp team. I have not seen a single person who has been onboarded onto the team and is not able to help us right away.
SVP Engineering Management at snapCare, USA
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200+
products backed by our team
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4+
years average project duration
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21
years of business excellence
Why choose Binary Studio
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Senior engineers on every project
Every vibe coding cleanup engagement is led by senior engineers and architects. We bring the technical depth needed to handle complex, brittle systems without making things worse.
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60% of our work is rescue
We specialize in helping projects others are afraid to touch. Six in ten of our partnerships start as rescue cases. Rebuilding from scratch, untangling legacy codebases, introducing modern practices in established projects — we’ve seen it all.
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Business-first approach to every decision
Every cleanup step is tied to your business goals, not just our tech preferences. We prioritize what makes your product stable, scalable, easier and cheaper to maintain.
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Proven highly regulated industry experience
Our vibe coding cleanup specialists spent years building products for HealthTech, FinTech and other compliance-heavy industries. We understand what enterprise clients expect and how to build software that actually meets their bar.
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Over two decades of building complex software
Binary Studio has been building, scaling and maintaining complex software products since 2005. We've seen how early shortcuts compound over time and we know how to unwind them without triggering a full rewrite.
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Fast onboarding, clear first steps
We begin every vibe coding cleanup project with a focused discovery phase. Within two weeks, you have a risk heatmap, a prioritized cleanup plan, and a dedicated team ready to get started.
Our vibe code cleanup services
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Code audit and risk heatmap
We run a deep engineering audit across your entire codebase. We surface hallucinated logic, security gaps, and scaling bottlenecks that AI tools miss. Then we deliver a risk code heatmap you can act on.
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Architectural modernization
Our engineers replace fragile logic, redesign critical system components, and refactor your codebase into a structured architecture built to handle real load and grow without accumulating new debt.
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Vibe-coded to custom migration
We move your product into custom, self-hosted codebases your team can own and extend — with proper architecture, documentation, and no hidden logic holding growth back.
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Ongoing maintenance
Our vibe coding fixers stay on as your engineering partner — implementing new features, handling monitoring, infrastructure management, and performance tuning as your user base expands.
Turning a functional prototype into a reliable, scalable product
Here is what a typical AI-generated prototype rescue looks like.
- 01
Scoping & rescue plan
⠀ 1-2 days
We start with a brief intro call to understand your product, goals, and biggest pain points. After signing an NDA, our engineers examine what you've built and prepare a high-level vibe code cleanup plan.
- 02
Technical audit & risk heatmap
⠀ 1-2 weeks
Our engineers dive deep into your codebase — assessing architecture, code quality, tech debt, hidden bugs, and scalability bottlenecks. You get a clear risk heatmap and a prioritized action plan.
- 03
Refactoring & modernization
⠀ 4-12 weeks
We fix what matters most: cleaning up logic, improving structure, setting up CI/CD pipelines, and writing proper documentation. No overengineering — just systematic improvements that put you back in control of your delivery.
- 04
Development & support
⠀ Ongoing
With a stable foundation in place, we help you move forward — shipping new features, monitoring performance, managing infrastructure, and supporting your team as your product and user base grow.
Industry recognition
Clutch, an independent B2B review platform, ranked Binary Studio among the top global software development companies based on verified client feedback. We earned Clutch 1000 status placing us in the top tier of providers worldwide.
Our clients' rescue stories
These are real projects that came to us after previous teams, tools, or timelines fell short. See how we helped clients finish what was started and launch products they're proud of.
USA America’s leading spa & salon management software
Business management solution for massage therapists with CRM, scheduling, payment...
USA AI-powered family management platform
The digital family assistant, enabling secure memory preservation, event planning, and...
USA Insurance and health benefits platform for company employees
Complete benefits platform streamlining enrollment, onboarding, and document management...
Industries where the stakes are too high for shortcuts
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Healthcare
We help healthcare teams move from AI-generated prototype to HIPAA-compliant product — without losing the functionality that made the vibe coding prototype worth keeping.
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MedTech
FDA requirements demand more than a working demo. We bring the documentation, traceability, and validation rigour your product needs to actually reach the market.
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Fintech
We help fintech teams close the security gaps, add proper audit trails, and build the compliance layer that enterprise clients and regulators expect.
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LegalTech
Sensitive documents, strict confidentiality, demanding clients. We refactor legal platforms into systems secure and stable enough to carry that responsibility.
Your industry is different?
Vibe coding tools don't realize the difference between a simple to-do list and a medical record system. We do.
What our clients say
This is the third time I've used Binary Studio, and each time they've delivered with quality and reliability.
CTO at everbeat, USA
Binary Studio has a very diligent hiring process, and a sharp team. I have not seen a single person who has been onboarded onto the team and is not able to help us right away.
SVP Engineering Management at snapCare, USA
Communication has been impeccable, and we view our relationship as a true partnership where Binary Studio has provided valuable insights that go beyond the checkbox of development.
Paul Garner
CEO at pavementSoft, USA
They bring their experience to the table instead of just executing the vision. They feel like a true partner.
CEO at lynk, USA
Throughout the project, their technical expertise, industry knowledge, and adaptability have made them excellent partners.
CEO & Co-Founder at wyldr, Germany
Core technologies we use for vibe-coding rescues
We don't push a favorite stack. Our team selects technologies based on your project requirements — and we're experienced across all the major ones.
Frontend
- HTML
- CSS
- JavaScript
- Vue
- React
- Angular
- Electron
Mobile
QA
- Cypress
- Selenium
- Chai
- Playwright
- Puppeteer
- Mocha
- Jasmine
Database
- SQL Server
- MySQL
- PostgreSQL
- SQLite
- MongoDB
- Amazon RDS
- Google Cloud SQL
Frameworks
- Express.js
- Fastify
- Laravel
- Symfony
- CakePHP
- Redux
- ASP.NET
- Flask
Stack
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HTML
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CSS
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JavaScript
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Vue
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React
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Angular
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Electron
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Cypress
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Selenium
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Chai
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Playwright
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Puppeteer
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Mocha
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Jasmine
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SQL Server
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MySQL
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PostgreSQL
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SQLite
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MongoDB
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Amazon RDS
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Google Cloud SQL
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Express.js
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Fastify
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Laravel
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Symfony
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CakePHP
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Redux
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ASP.NET
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Flask
Frequently asked questions
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Can you work with code from Lovable, Replit, Cursor, or Copilot?
Absolutely. The platform doesn't matter — Lovable, Replit, Cursor, GitHub Copilot, or any OpenAI-powered tool. What matters is what the code does under real conditions. Our vibe coding cleanup specialist assesses it, fixes what's broken, and brings it up to production standard.
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What kind of apps can you fix?
Apps with no tests, no documentation, and logic that breaks when you touch it. If your codebase has grown beyond what anyone fully understands, that could be a vibe coding problem — and it's solvable.
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Do you work with early-stage startups or only established companies?
Both. Whether you have a freshly funded prototype or a vibe coding product that's been running for two years and quietly accumulating technical debt, our process adapts to where you are.
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Will you rewrite everything from scratch?
Only if there's no better option. Most codebases have parts worth keeping. Our developer identify what's stable, build on it, and only recommend a full rewrite when it's the only responsible path forward.
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How do I get a free assessment?
Book a call with our team. We sign an NDA, take a look at what you've built, and come back with a free high-level vibe coding cleanup plan — usually within a few days.
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What if my codebase has no documentation at all?
That's common. We don't rely on documentation to assess your code — we read it directly. Missing docs slow things down slightly but never block the work.
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What if we just need the audit, not the full vibe coding cleanup?
That's fine. The audit and risk heatmap is a standalone service. Some clients use it to decide what to do next. Others hand it to their internal team and take it from there.
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How long does a typical project take?
It depends on the state of your codebase. The audit takes one to two weeks. Refactoring and hardening typically runs four to twelve weeks. We give you a realistic timeline after the free assessment — not before.
Where we came in for vibe coding rescue
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Funded startups that hit the feature wall
You used AI to build fast and land your first funding round. Now every new feature risks breaking the whole system. We turn your vibe-coded prototype into a stable, test-covered product ready for real scale.
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Growing operations on vibe-coded tools
You built a quick AI tool to solve one problem. Then the team started relying on it. Then someone added a feature. Then another. Now it's running part of the business and nobody fully understands how it works. We rebuild those tools into stable, documented systems that won't let the business down at the worst possible moment.
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Compliance-bound founders in regulated sectors
A first enterprise client just handed you a 50-page security audit. Your current app can't pass it. We harden your codebase to meet encryption, access control, and data protection requirements.
Schedule a tech consultation
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