Keep vibing.
We'll keep it production-ready.
You built the product with AI — Lovable, Cursor, Replit, Claude Code, whatever you love. Keep building it. MetaLogix handles the hard production layer — security, testing, deployment, monitoring, scaling and support — so there's finally someone responsible when it's running your business.
Read-only · Isolated assessment environment · Never used for training · Deleted after assessment.
The prototype works. Would it survive real users?
Prototyping tools are built for speed, not production. The last mile — the part that keeps you up at night — is a different discipline. That's the part we own, so you can keep doing the part you love.
From vibe to production — and beyond.
Production isn't a finish line. It's a loop. You keep creating; we keep it running — and every new thing you build gets safely folded into a system someone is actually responsible for.
Vibe it
Build as much as you want with your favourite AI tools. It's your product — we never take it away from you.
Productionize it
We scan, secure, test, refactor and deploy it properly — the hard 20% that takes 80% of the pain.
We run it
Monitoring, backups, security, performance and incident response under an SLA. Someone is responsible.
Keep vibing
Add features whenever inspiration strikes. We review and safely fold your new changes into production.
We don't just assess it. We take responsibility for production.
We get your existing application safely across the line — and if you want, we stay with it. You keep building; we keep production secure, reliable and scalable. You built the product. Let's make it robust.
Across the line — and beyond.
Not a PDF of problems. We secure it, ship it live, and keep it running — safely absorbing whatever you build next. Finishing implies the job ends; production responsibility means we're in it with you.
Security hardening
We find and close what an attacker would exploit first — before your users (or a breach) do.
- secrets & key rotation
- auth & sessions
- injection / CORS
- rate limiting
- dependency CVEs
Tests & CI/CD
From zero coverage to a suite that actually catches regressions, wired into a pipeline that ships on green.
- unit & integration
- e2e
- GitHub Actions
- preview deploys
Architecture & refactor
We fix the architecture decisions that won't scale and shape the codebase into clean, modular structure you and your AI tools can keep building on.
- module boundaries
- separation of concerns
- error handling
- maintainability
Data model & database
We redesign the schema so it survives real data — the part vibe-coded apps get wrong most, and the hardest to fix once you're live.
- schema design
- relationships & integrity
- indexes
- safe migrations
Infrastructure & deploy
Containerised, reproducible, and one command to ship — with config and secrets handled properly.
- Docker / IaC
- migrations
- env & secrets
- zero-downtime deploy
Performance & scale
We profile the real bottlenecks and make it hold up when traffic — and data — actually arrive.
- query & N+1
- caching
- load testing
- horizontal scale
Observability
When something breaks in production, you'll know before your customers tell you.
- logging
- metrics & alerts
- health checks
- error tracking
APIs & integrations
We turn ad-hoc endpoints and brittle third-party calls into stable, versioned contracts your app and its integrations can rely on.
- consistent API design
- versioning
- webhooks
- resilient integrations
Production, with someone responsible.
Production isn't a one-time event. Once you're live, we stay responsible for the production environment under a monthly SLA. Keep adding features yourself — we monitor the system, manage production, handle incidents, and make sure new changes don't compromise what already works.
Five specialist agents inspect every dimension. Humans make the calls.
Your assessment isn't a form or a guess. Specialist AI agents each inspect a different dimension of your code and report structured findings — then senior engineers own the architecture, the decisions and the ship.
Stack
Languages, frameworks & dependency health.
Gaps
Missing error handling, logging & config.
Tests
Coverage, CI, and untested critical paths.
Security
Secrets, auth, injection & vulnerable deps.
Prod-Readiness
Deployability, migrations & observability.
We're not a vibe-code repair shop.
MetaLogix already builds and operates serious business systems — production ERP, CRM, mail infrastructure, analytics and AI agents at scale, for over 17 years. That's why you can trust us to take responsibility for your production environment. And when your product needs inventory, billing, workflows or CRM, we bring production-grade components — you don't have to vibe everything from scratch.
Assess it. Productionize it. Then we run it.
No hourly mystery meat. A free assessment, a fixed price to get you production-ready, and an optional monthly SLA to keep it that way.
Production score
AI agents scan your repo and score its production-readiness across security, tests, architecture, infra and scale. See exactly where you stand — no card, no commitment.
Get across the line
We secure, test, refactor and deploy — a fixed quote scoped from your actual code, approved before we start. No scope-creep roulette.
Keep it running
We stay responsible: monitoring, backups, security, incidents and safe release of your new changes. Keep vibing — we keep it running.
Free assessment · fixed productionization, approved before we start · cancel the SLA anytime.
You keep creating. We'll keep it running.
We're opening free production scores to a first wave of builders. Get early access.
No spam. We'll email you the moment scanning opens.
Notes on getting AI-built products into production.
Practical, no-nonsense reading for anyone who vibe-coded something real and now has to make it robust.
From vibe-coded MVP to production: the hard 20%
The 20% of the work — security, tests, deployment, monitoring — that carries 80% of the risk, and how to get through it.
Read article →The security gaps we find most in AI-generated apps
Committed secrets, missing authorization, no rate limiting — the recurring holes, and how to close them before you go live.
Read article →“It works on my machine” is not production
Reproducible deploys, migrations, monitoring, backups and rollback — what production actually requires.
Read article →Keep shipping features without breaking production
How to keep adding AI-built features safely, so new changes never compromise the system already running your business.
Read article →