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SweetPopcorn Studio

Software Repair for Vibe-Coded Projects

AI tools make it easy to prompt an app together over a weekend — until it breaks in production. We repair vibe-coded projects: stabilise, secure, clean up and put them on a foundation you can actually keep building on.

AI tools make it easy to prompt an app together over a weekend. It looks great in the demo — and then real users, real data and real load arrive, and it breaks in places nobody saw coming. “Vibe coding” gets you to a prototype fast, but rarely to a stable production system. That is exactly where we come in.

Sound familiar?

  • It worked in the demo, but falls over in production.
  • Nobody understands the code anymore — not even the AI that wrote it.
  • No tests, no structure, open security holes.
  • Every change breaks two other things.
  • Costs are running away and nobody knows why.

How we repair it

  • Diagnosis — we read the code, find the fires and tell you honestly what is worth repairing and what isn’t.
  • Stabilise — critical bugs and security holes first, so the system runs reliably.
  • Clean up — structure, tests and readable code, so changes become safe and predictable again.
  • Handover — a documented foundation you can keep building on, yourself or with us.

Why us

We are real engineers who read, understand and repair AI-generated code — not just prompt it again and hope. You get software you can trust in production, instead of a prototype that holds its breath at every deploy.

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