Assessment
Vibe Coding Assessment
Is your AI-built MVP ready to scale? We audit it and tell you.
The Vibe Coding Assessment is Epicora's audit of software built with AI (vibe coding) or legacy code. We evaluate security, scalability and technical debt, and deliver a report with an action and remediation plan. The result is a clear path to professionalize the software and scale it safely, without rewriting everything blindly.
What you gain
Code X-ray
An honest picture of your software's security, scalability and technical debt.
Risks exposed
We identify the security gaps and the points that break under scale.
Clear action plan
Remediation priorities, from critical risk to what can wait.
Scale safely
A path to professionalize the product without rewriting everything blindly.
What we deliver
- Diagnostic report on security, scalability and technical debt
- Prioritized risk list, from critical to lowest impact
- Action and remediation plan with estimated effort
- Architecture recommendation to scale safely
Who it's for
For companies that built an MVP with AI or inherited a legacy system and want to grow on top of it safely. Ideal before scaling the user base or raising investment.
Frequently asked questions
- What is vibe coding?
- It's the practice of building software by chatting with an AI, without a solid engineering foundation. It works to validate an idea, but tends to accumulate security and scalability risks as the product grows.
- Do you only point out problems or help fix them?
- Both. The assessment delivers the report and the action plan, and Epicora can carry out the remediation and product evolution right after.
- Will I have to throw away what's already built?
- Almost never. The goal is to reuse what's good and prioritize what needs to be fixed or rewritten, with no waste.
Built with AI and want to scale safely?
Give us access to your code and we return a diagnosis with an action plan.