Prototype fast. Ship with confidence.
Vibe coding gets ideas to working software faster than anything before it. We help you do it without the comprehension debt, IP leakage, and production failures that follow when the oversight layer is missing.
From AI-generated prototype to production software
The gap between what Lovable generates and what production demands is where most vibe-coded projects stall.
Vibe-coded prototype rescue
Taking a prototype built fast with AI tools and making it production-ready, refactoring the parts that only worked on demo data, adding tests, and hardening the architecture.
Structured vibe-to-production pipeline
A repeatable process that starts with rapid AI-assisted prototyping and transitions to disciplined engineering, so you get speed without the comprehension debt.
AI-assisted development with real oversight
Using tools like Lovable, Bolt, Cursor, and Claude Code with the review discipline that keeps quality intact, not just generating and shipping.
Enterprise vibe coding governance
Building the review processes, IP policies, and shadow-AI controls that make vibe coding safe at company scale, where 92% adoption meets only 29% trust.
Speed is the point. Governance makes it stick.
The speed is real. So are the failure modes.
Vibe coding genuinely accelerates early-stage work. The 41% post-adoption bug rate spike is also real. The answer is not to slow down, it's to build the oversight layer that makes speed sustainable.
Word of the year, not a passing trend
Collins Dictionary named vibe coding Word of the Year 2025. Enterprise adoption is now 40%+. The question is no longer whether to adopt AI coding tools, but how to govern them.
We vibe code. Then we engineer.
AppUnik uses every major AI coding tool in our delivery pipeline. We know where they accelerate work and where they create hidden liability, because we have absorbed both.
Have a vibe-coded prototype that needs to go to production?
Show us what you have. We will tell you honestly what it will take to make it shippable.
