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Built fast with vibe coding?

We turn your AI-built prototype into a stable, production-
ready system. 80% of vibe-coded projects need this step.
we are ready to develop

Who needs vibe-coding cleanup services

Solo AI builders preparing to launch a product

Early-stage startups with growing user base

Teams tired of praying their demo won’t break

Founders who want stability before fundraising

Teams inheriting AI-generated legacy code

CTOs who need a quick stabilization sprint

contact us
We stabilize without breaking your live features. We reinforce what's working, remove unsafe parts, and replace only what cannot be saved.
Get a Free Assessment
WHEN SPEED REPLACES STRUCTURE

Why vibe-coded projects struggle

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Scaling roadblocks

Your prototype wasn’t built for real workloads. As usage grows, latency spikes, deployments become risky, and missing DevOps foundations turn small changes into outages.

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Lurking breakdowns

Features ship fast but hidden issues surface under load, integrations fail, and users experience outages you can’t reproduce locally.

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Tech debt explosion

From duplicated logic to oversized test suites — AI creates more code than humans can realistically review. The result: slower changes, higher costs, and a codebase no one wants to touch.

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Unpredictable behavior

Your app “works until it doesn’t.” AI-generated logic creates hidden coupling, dead paths, and inconsistent flows.

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Update gambles

Changing one thing breaks three others, with no clear understanding of why or where the impact will surface.

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Dev onboarding hurdles

Engineers often refuse to work with vibe-coded codebases. Or they tell founders: “Rewrite is easier.”

REAL CODE, REAL LIMITS, REALITY CHECK

Why AI can’t fix your code

AI often introduces new bugs when fixing old ones.
AI needs perfect instructions — refactoring requires context, priorities, and trade-offs.
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AI generates code fast but can’t clean it safely without architecture.
AI tools work on small snippets, real products are complex systems.
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1

AI-generated test suites bigger than your real code.

3

You don't understand what AI created, and the AI can no longer help explain or modify it.

5

Your AI assistant stops being useful because the codebase is too messy.

Typical symptoms of vibe-coded apps

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Fixing one bug causes three new ones.

4

Folders full of unused files, abandoned components, and half-implemented logic.

6

Small Changes that took 10 minutes previously now takes hours.

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Fixed-Scope, Transparent, Results-Driven

Our outsourcing process

01

Free assessment

Code audit, vibe coding risks, infra gaps, scalability scan.
02

Stabilization roadmap

  • Phased plan and priorities
  • Exact timeline and fixed cost estimate
  • Overall risk level: Low / Medium / High
03

Cleanup sprint

Essential fixes only:
  • Untangle AI-generated logic and remove unsafe coupling
  • Make core flows predictable and testable
  • Eliminate duplicated, dead, and unused code
  • Add minimal, reliable safety checks
  • Stabilize deployments and production behaviour
  • Leave behind documentation your team can actually use
04

Ongoing support

Monitoring, optimizations, and vibe coding maintenance via our dedicated team.
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01

Free assessment

Code audit, vibe coding risks, infra gaps, scalability scan.
img
02

Stabilization roadmap

  • Phased plan and priorities
  • Exact timeline and fixed cost estimate
  • Overall risk level: Low / Medium / High
img
03

Cleanup sprint

Essential fixes only:
  • Untangle AI-generated logic and remove unsafe coupling
  • Make core flows predictable and testable
  • Eliminate duplicated, dead, and unused code
  • Add minimal, reliable safety checks
  • Stabilize deployments and production behaviour
  • Leave behind documentation your team can actually use
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04

Ongoing support

Monitoring, optimizations, and vibe coding maintenance via our dedicated team.
Free assessment
— get clarity
in 1–2 days:

What’s broken
and why

What’s broken
and why

What’s safe
to keep

What’s safe
to keep

What to rebuild
vs. stabilize

What to rebuild
vs. stabilize

Where the biggest
risks are hiding

Where the biggest
risks are hiding

No commitment.
No rewrite pressure.
Just clarity.

No commitment.
No rewrite pressure.
Just clarity.

AI EXPERIENCE, ENGINEERING DISCIPLINE

Why choose Mitrix

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AI code experts

We understand AI-generated code, because we’ve cleaned up 50+ AI-built systems.

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Tech expertise

We fix what AI cannot: architecture, consistency, engineering clarity.

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Predictable price

Fixed-Price Outsourcing — clear scope, predictable costs, and no surprises.

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Senior-only teams

8+ years avg experience, no juniors learning on your dime.

What our clients say

Mike Waldron
Founder, ViaPoint
Mitrix's team uses their technical expertise to drive us to the best possible solution. They’ve consistently and always completed tasks on time. It goes without saying, the quality of their code is impressive.
Mike Waldron
Mike Waldron
/
Founder, ViaPoint
case study
Christian Nielsen
CPO, uQualio
Mitrix has managed to find people who match our requirements even for ad hoc work on an hourly basis. They’re already knowledgeable, which cuts down the time necessary to explain how the platform should work. Their team is experienced and fully understands the app's intricacies.
Christian Nielsen
Christian Nielsen
/
CPO, uQualio
case study
Andreas Neumann
COO, Use2go GmbH
I like the level of quality development that they provide and how dedicated they are to our project. With Mitrix as our technological partner, we’ve been able to acquire new clients and impress our investors.
Andreas Neumann
Andreas Neumann
/
COO, Use2go GmbH
case study
Juerg Gubler
ICT Leader, Vivatum
Mitrix has great experience, not only on the programming side but also business-wise. Their team was a great support in completing the project.
Juerg Gubler
Juerg Gubler
/
ICT Leader, Vivatum
case study

Get a free vibe-code assessment

We analyze your AI-generated codebase and show what must be fixed, stabilized, or rebuilt — with clear time, cost, and risk.

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