Vibe-coding: Great for Prototypes, Risky in Production

Build a business app in two months with no programming knowledge? Today's reality. But what happens when someone starts touching the code?

What is vibe coding?

Vibe coding is a trend where you hand control of the code entirely to AI. You don't write or review the code — you just specify requirements and evaluate the result. You're less of a developer and more of a tester.

For rapid prototypes it's ideal. But it has nothing to do with production development.

Reality: Everything looks great... until someone starts touching the application, adding features, or modifying it.

The long-term maintenance problem

Even if you have some programming knowledge, AI will back you into a corner after a few iterations. It takes shortcuts that have serious consequences for:

  • Security — AI frequently ignores security best practices
  • Readability — the code is messy and undocumented
  • Maintainability — after several iterations, even AI itself can't make sense of it

Where vibe coding is fine

For small internal tools, demo applications, or showcase websites I have no objection. A quick prototype, a proof of concept, a hackathon — sure, why not.

Suitable for:
  • Rapid prototypes and proof of concept
  • Internal tools with a short lifespan
  • Demo applications and presentations
  • Hackathons and experimentation

Where it becomes a gamble

In all other cases it's a gamble. Production applications, systems processing sensitive data, software with a long lifecycle — vibe coding has no place there.

Not suitable for:
  • Production business applications
  • Systems processing personal data (GDPR)
  • Financial and payment systems
  • Software with NIS2 compliance requirements
  • Applications requiring long-term maintenance

AI-assisted programming: A different league entirely

The situation changes completely when a developer uses AI as an assistant. They understand the code and the architecture, can modify it, test it. That works. This has a future.

But be clear — that's no longer vibe-coding, that's AI-assisted programming.

Vibe-coding

  • AI writes, you test
  • You don't understand the code
  • No architectural oversight
  • Security vulnerabilities
  • Not maintainable long-term

AI-assisted programming

  • AI assists, you steer
  • You understand every line
  • You control the architecture
  • Code review and tests
  • Professional output

Have you tried generating something yourself?

If so, you know exactly what I mean. The first version looks great. So does the second iteration. But after the tenth requirement change, it turns into spaghetti code that nobody wants to untangle.

Looking for professional development instead of vibe-coding? Book a consultation with our team.


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