Rescue or take over

From vibe-coded prototype to production

From AI-generated prototype to production you can trust

You did the fast part

From AI-generated prototype to production you can trust.

AI coding tools are brilliant for getting an idea working fast. But a prototype that just works is a long way from software you can safely put in front of customers. We keep the speed you gained and add the engineering rigour you need.

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Putti explaining how vibe coding differs from typical no-code platforms

What we fix

Vibe coding gets you to a demo fast, then stalls on security, scalability and integrations. We audit what you've built, keep what's good, and engineer the rest.

  • Security & data handling

    The risks prototypes almost always skip, closed off properly before real users arrive.

  • Architecture & maintainability

    Restructured so the app can grow without collapsing under its own weight.

  • Testing & deployment

    Reliability, infrastructure and deployment done properly for production.

Founders and builders listening at a Putti vibe coding workshop in Auckland

When to call Putti

We listen first, then get to work. Get in touch when:

  • AI tools got you a promising demo, then you hit a wall.
  • You're not sure the prototype is secure enough for customers.
  • It works for one user but won’t scale to many.
  • You need real integrations, infrastructure and deployment.

Why Putti

  • AI-native

    Professional AI-assisted development: automation combined with human expertise.

  • Production-grade

    Security, testing and infrastructure engineered to hold up under real usage.

  • Honest

    A clear, honest plan to production: you did the fast part, we do the hard part.

We'll do the hard part

You did the fast part with AI. We make it secure, maintainable and ready for real users: a clear path from demo to launch.

Book a free discovery call →
100+
projects delivered since 2010
Zero
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Frequently asked questions

  • How do I take a vibe-coded app to production?

    A prototype built with Cursor, Bolt or Lovable usually needs security, architecture, testing and real infrastructure before users touch it. Start with an audit of what it does and what is missing, then harden it in priority order.

  • Will you throw away what I built?

    Rarely all of it. We keep the parts that work and the product decisions you have already validated, and re-engineer the parts that cannot survive real users.

  • What usually breaks first in an AI-generated codebase?

    Authentication and authorisation, data validation, secrets handling, and anything that assumed a single user. Those are the first four things we check.