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How I acquired a new skill in eight months – without writing a single line of code

June 8, 2026·Ralf Gerhardt
How I acquired a new skill in eight months – without writing a single line of code

Why this matters:

I am not a tech person. I cannot write code, I do not understand how a database works, and I have no idea what a backend is. But over the last eight months, I have acquired a skill that allows me to build functional tools for my business. Not because I suddenly learned to program, but because I learned how to communicate with an AI. It is called Vibe Coding, and it has fundamentally changed my work.

What happened:

In February 2025, Andrej Karpathy, a co-founder of OpenAI, coined a term that perfectly describes my way of working: Vibe Coding. The word "vibe" itself has a much deeper history than you might think at first glance. It originally comes from the African American musical tradition, from jazz and soul. Originally, it referred to an instrument, but later it became an expression for an intuitive, emotional atmosphere in music. That is exactly what this way of working is about. It is not about technical precision, but about following a mood. You follow the groove instead of wrestling with the individual notes, which in this case are the lines of code. You just describe the desired result or the feeling of the function in plain language. You trust the AI instead of checking every single line. When errors occur, you do not analyze them to death, but give intuitive instructions like "just do it differently." It is like a creative flow state, where you rely entirely on the end result and leave the technical implementation completely to the AI. Originally, it was meant as a term for quick weekend projects where you just trust the moment. And that is exactly the mindset I have adopted for the last eight months.

On my desk, there are colored pencils. Not because I am an artist, but because I often think like a child drawing. I see an idea in front of me, I sketch it, I explain it, and then I let a partner do the technical work. A few years ago, that was impossible, or it was very expensive. Today, I have an AI that does exactly that for me.

How I solved it:

I had two options. Either I learn to program, which would cost me months or years, or I learn to communicate my ideas so precisely that an AI can implement them for me. I chose the second option because I knew my strength is not in writing code, but in developing strategies and concepts. I am like an architect. I draw the plan, but I do not lay the bricks myself.

And it works surprisingly well in practice. Imagine you have a shoebox full of receipts and bills. Instead of typing them laboriously into a spreadsheet, you build yourself a little helper with AI in one afternoon. You photograph the receipt, and the AI reads it and sorts it into a neat list for you. No massive software, just a real relief. Or maybe you are constantly on the phone scheduling appointments. Instead of handling every call yourself, you have a simple page built where clients can see and book a free slot themselves. The AI automatically takes care of the confirmation and the reminder. Just like that, you gain hours back every week. Or perhaps you write similar proposals for your clients over and over. Instead of starting from scratch every time, you feed the AI your old texts. It builds you a small tool where you only enter the name and the service, and it spits out a finished, clean PDF.

But it is not quite as simple as it sounds. The AI does exactly what you say. Not what you mean, but what you say. If you are imprecise, you do not get what you want.

It is just like my Ducati. It has 205 horsepower and it does exactly what I tell it to do. If I go into a curve and do not judge the centrifugal force correctly, it crashes into the wall. It has no problem doing that. I have to prevent it. It is a wild animal, but an incredibly powerful one when you treat it seriously and with respect. The AI is exactly the same. It is powerful, it is fast, but it has no judgment of its own. If I am not exact, it builds something that does not work.

I have learned that when I did not move forward, it was never because of the technical side. It was always because I could not articulate my thoughts precisely. The AI does not forgive that. And when you learn to choose your words carefully, you can build the things you really need.

Why this works:

It works because the technology is finally at a point where you do not have to be a programmer to build tools for yourself. You just need to know what you want, and you need to be able to communicate it. That is a skill anyone can learn. You do not need a technical degree, you just need the willingness to think with focus and speak plainly.

Andrej Karpathy himself has said that the code the AI writes is often chaotic and bloated. It needs human supervision to become beautiful and clean. But that is not my problem. I am not a programmer. I do not need beautiful code. I need functional tools that help me in my everyday life. And I get those when I tell the AI in no uncertain terms what I want.

The AI is my partner. It is always by my side, it does not get tired, and it does exactly what I say. I just have to learn how to communicate with it properly. And that is exactly what I have been doing for the last eight months.

How you can do this too:

The first step is to stop thinking you need to learn how to code. You do not. Take a piece of paper and your colored pencils and draw what you wish for in your daily life. Not technically, but simply. Where do you lose time every day? What annoys you? A recurring email, sorting receipts, scheduling appointments?

Then start talking to an AI. Tell it what you want. Not in technical language, but in your own words. Describe the problem you want to solve, and let it show you how it would solve it for you. It will not get it right the first time. That is normal. Tell it what is wrong, and let it try again. Just like with my Ducati, you have to be attentive every second and correct it if necessary.

What you can take away from this:

You do not have to be a tech person to build tools that make your life easier. You just need to know what you want, and you must be able to communicate it explicitly. Vibe Coding is not science fiction, it is available today. I learned it in eight months without writing a single line of code. Take your idea, take an AI, and start building. The technology is ready. The only question is whether you are ready to say exactly what you mean.


Questions for your own AI:

If you want to experiment with Vibe Coding yourself, just copy one of these questions into your AI and let it guide you through your own situation:

  • I have an idea for a small tool in my daily life, but I do not know how to implement it technically. Can you help me formulate my idea so explicitly that an AI can understand and implement it?

  • I have already tried working with an AI, but the results were not what I wanted. How can I learn to formulate my requests more plainly and precisely?

  • I am not a programmer, but I want to build a little helper for my bookkeeping or appointment scheduling. What steps do I need to take to get started without getting lost in technical details?

  • I am afraid that the AI will build something for me that does not work or is not secure. How can I ensure that I stay in control and can check the results?

  • I want to change my way of working so that I collaborate more with AI. How do I start shifting my mindset from "I have to do everything myself" to "I give explicit instructions and let the AI do the work"?

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Photo by Victor on Unsplash

Ralf Gerhardt

Ralf Gerhardt is an Internet Business Developer with 25+ years of experience in Germany and the USA.