Vibe coding vs Cyber coding

Vibe Coding vs Cyber Coding: How AI Is Changing the Way We Develop an MVP

In recent years, software development has been deeply transformed by the arrival of generative Artificial Intelligence. Two approaches are emerging in this new landscape: vibe coding and cyber coding.

Both use AI, but in very different ways, with significant implications, especially in creating a MVP (Minimum Viable Product).

What Is Vibe Coding

Vibe coding is a development approach where a person — even without advanced technical skills — relies almost entirely on Artificial Intelligence to write the code.

The “programmer” in this case becomes more of a prompt engineer: they describe what they want to achieve and let the AI generate the code.

Why People Like It

• It is accessible to anyone, even without a technical background.
• Allows you to rapidly prototype an idea, lowering the entry barrier.
• Can speed up the initial phase of an MVP.

The Inevitable Limitation

The problem is that, without engineering skills, it's almost certain you'll hit a “wall”:

• The AI enters a loop, suggesting the same non-working solution over and over.
• The user can't explain the problem to the AI in technical terms.
• Lack of knowledge makes it hard to validate or optimize the generated code.

In short, vibe coding is great for getting started... but it's not enough to complete a complex project.

What Is Cyber Coding

Cyber coding—as I define it—is development driven by an engineer (or someone with solid technical skills) empowered by Artificial Intelligence.

Here, the AI is not the “driver,” but an advanced copilot.

How It Works

• The engineer already knows how to solve the problem but uses AI as a strategic tool.
• They can break down a complex problem into simpler subproblems.
• They know when AI excels (e.g., boilerplate code, conversions, repetitive tasks, single UI components ...) and when it’s better to intervene manually.
• They can work in parallel with AI, delegating “boring” or lower-value parts.

Why It's More Powerful Than Vibe Coding

Cyber coding leverages the best of both worlds:

• Creativity, knowledge, and human experience.
• The speed and computational power of AI.

In practice, AI becomes a junior team member: fast, tireless, and always available, but requiring supervision and precise instructions.

Pros and Cons Compared

Vibe Coding

Pros

• Accessible to everyone: does not require programming skills.
• Very fast start-up: ideal for creating prototypes or testing ideas in a few hours.
• Low entry barrier: perfect for those wanting to experiment with AI without technical studies.

Cons

• Limited quality: hard to handle complex projects without technical foundations.
• Poor scalability: the approach tends to stall in the face of non-trivial problems.
• Total AI dependence: if the AI makes mistakes or enters a loop, the user can't fix it.
• Only suitable for simple MVPs: after a certain level of complexity, it becomes ineffective.
• Poor security: the prompt engineer is probably unaware of the security risks in the code produced

Cyber Coding

Pros

• High-quality results: combines human skills and AI power.
• Scalable: suitable for complex MVPs and structured projects.
• Strategic use of AI: delegates repetitive or low-value activities.
• Control and supervision: the engineer knows how to correct and optimize AI’s work and pays attention to security issues.

Cons

• Requires technical skills: not immediately accessible for everyone.
• Learning curve: it takes time to learn to manage AI and workflows effectively.
• Initially slower than vibe coding: the setup phase requires more organization.

Real-World Case: Sarion (GetSarion.com)

A concrete example of the cyber coding approach is GetSarion.com, the official website of Sarion, a project I developed—from a blank page to first go-live in just 4 weeks, combining my software engineering expertise with the help of Artificial Intelligence systems.

What Is Sarion

Sarion is a personal assistant designed for personal enhancement and productivity.

It offers:

• Management of daily tasks and to-do lists.
• Creation of notes organized in folders.
• Custom alarms.
• Interaction via interface or chat with multi-agent AI.

The AI in Sarion is not just a chatbot: it's a set of specialized agents, each dedicated to a specific aspect (task management, note organization, personal improvement).

The cyber coding approach allowed me to:

• Develop repetitive parts much faster.
• Focus on architecture, security, and UX.
• Ensure a stable and scalable product from the very first MVP.

Conclusions

Vibe coding is a springboard for those who want to experiment and prototype without technical barriers.

On the other hand, cyber coding is the real key to building solid and scalable software, especially in the MVP domain, where speed and quality must coexist.

If you want to move from idea to working product, and want AI to become a strategic ally instead of a risk, cyber coding is the winning approach.