Introduction to Vibe Coding

“You, a business major, can’t even tell HTML from Python, yet you want to develop?” I’ve heard this more than once. Honestly, three months ago, I couldn’t even distinguish between “frontend” and “backend,” and a screen full of code made my head spin. But who would have thought that now, within a week, I have created three functional tools: an image filter tool, a resume sorter, and a personal portfolio page.

This isn’t a sudden epiphany; it’s because I learned about Vibe Coding.

What is Vibe Coding? Simply put, it means “coding by intuition.” The term was first introduced by AI expert Andrej Karpathy. In layman’s terms, you don’t need to know how to write code; you just need an idea and let AI help you generate the code.

The Concept of Vibe Coding

Does it sound unbelievable? The logic is quite simple.

Traditional programming requires you to first learn syntax, data structures, and algorithms, taking a year or more just to write a “Hello World” program. Vibe Coding flips this on its head—you just need to express what you want in natural language, and AI will generate the code for you.

For example, if you say, “Help me create a tool for adding filters to images,” the AI will quickly generate a piece of code. You copy, paste, and run it, and the tool is ready. Throughout this process, you don’t have to write a single line of code.

The core of Vibe Coding is: driven by intuition, not by technology. It transforms programming from a “technical task” into a “conversational task,” a profound shift.

What Can Vibe Coding Bring Us?

To be honest, I initially thought this was just a gimmick. The idea of “programming without writing code” sounded as implausible as a TV shopping ad claiming “lose weight without exercising.” However, after using it, I found the changes to be real and far beyond my expectations.

First, it breaks down technical barriers. Previously, if you wanted to create something, you had to ask, “Should I learn Python or JavaScript?” and spend months learning, only to find out it wasn’t what you wanted to do. Now, you just need to ask, “What do I want?” The threshold has shifted from “knowing how to code” to “knowing how to communicate,” which is revolutionary. It gives those with ideas but no technical skills the chance to turn their visions into reality.

Second, it significantly shortens the cycle from idea to product. Previously, creating a simple tool could take anywhere from three to five days, or even one to two weeks, involving debugging, error messages, and moments of despair over “why isn’t my code running?” Now? From the moment you express your idea to the tool running, it might only take a few minutes. This efficiency boost is not just a doubling; it’s multiplied by dozens.

Third, it makes “everyone a creator” a reality. Not a programmer? No problem. You don’t need to become a programmer; you just need an idea or a need, and AI can help you realize it. This opens a new world for non-technical individuals. Imagine someone in operations, sales, or finance being able to create tools to solve work-related issues—what immense productivity that could unleash!

Vibe Coding Is Simple: Just a Vague Idea Needed

Many people feel intimidated by the term “programming,” thinking it’s an exclusive skill for programmers. But Vibe Coding is entirely different.

You don’t need to understand any programming languages, APIs, frameworks, or databases. You just need a vague idea.

What is a vague idea? It could be something like, “I want to create a tool that adds filters to my photos”—that’s enough. You don’t need to figure out how to implement the filters, what algorithms to use, or how the interface should look. Just tell the AI that, and let it handle the rest.

From my experience, the more specific your idea, the better, but it doesn’t need to be technically detailed. For instance, saying, “I want a tool that can filter resumes and highlight suitable candidates” is vague enough but clear enough for the AI. It will automatically break down the requirements, design the features, and generate the code.

Once you have a theme and a rough idea, the AI can generate code in bulk within a short time. This step is the most astonishing and truly left me in awe. When you tell the AI your idea, it can generate complete code within seconds—not just a half-finished product or a framework code that requires further modifications, but a fully operational program.

The first time I used it, the AI generated an image filter tool that included features for uploading images, selecting filters, previewing effects, and downloading the results. I was stunned—if I had to write it myself, it might take me three months to learn how to do it. Moreover, the code quality was quite good, and the interface was aesthetically pleasing, completely unlike something generated by a machine.

Additionally, the AI can not only generate code but also help you improve it. If you think the filter effect isn’t good enough, you can tell it to “brighten the filter” or “add a retro style,” and it will adjust immediately. If you find the interface unattractive, just say, “change to a minimalist style with a Morandi color palette,” and it will make the changes. The entire process feels like conversing with a super programmer—you express your needs, they write the code, and you can request changes until you are satisfied.

AiPy: A Beginner-Friendly Tool

Some may argue that foreign tools like Codex and Claude can also write code. Indeed, they can, but AiPy has a unique feature: it not only generates code but also helps you run and debug it in a more stable and convenient environment.

What does this mean? After the AI generates the code, you don’t need to find a runtime environment, configure dependencies, or install packages; you can run it directly in AiPy. If there’s an error, the AI will automatically analyze the cause and fix it. Throughout this process, you only need to speak; you don’t need to do anything manually.

This is crucial for beginners. Many newcomers’ biggest obstacle isn’t writing code but getting it to run. Environment configuration, dependency installation, version compatibility, path issues… these pitfalls can discourage a novice multiple times. I’ve seen too many people excited to learn programming, only to give up at the environment configuration stage. AiPy handles all of this; you just need to say, “help me run this.”

Moreover, AiPy is in Chinese, making it very user-friendly for domestic users. You don’t need to communicate in English; you can speak in Chinese, and it understands perfectly. This is a significant advantage for those who aren’t fluent in English.

My Experience: One Week of Vibe Coding

Having discussed the theory, let’s get to the practical side. I am a standard business major, having studied marketing in college and working in operations. Coding? Completely zero background. HTML, CSS, JavaScript, Python… I recognize these terms, but I had no idea what they actually did.

I wanted to try Vibe Coding because I often have small needs at work—like batch applying filters to event posters, sorting through piles of resumes, or creating a simple data dashboard. Each time, I had to ask my tech colleagues for help, and when they were busy, it could take days to get a response. I thought, can I handle this myself? Without asking for help, can I do it?

So, I started using AiPy to try Vibe Coding. In one week, I produced three results.

Result 1: Image Filter Tool

My first attempt was the image filter tool. Since I often need to apply various effects to images at work, using Photoshop is too cumbersome, and online tools have various limitations—either they have watermarks, require payment, or are too complicated to use.

I told AiPy, “Help me create an image filter tool that allows image uploads, has several filter effects, and can preview and download results.”

In less than five minutes, the code was generated. I clicked run, and a simple tool interface appeared. I uploaded a photo and had options for retro, black and white, warm, and cool filters, which I could preview with a click and download once satisfied.

Although the functionality isn’t complex, this was the first tool I “created” myself, and the sense of accomplishment was indescribable. I shared a screenshot on social media, and many asked where I learned programming. I told them I hadn’t learned; AI helped me write it, and they didn’t believe me.

Result 2: Personal Portfolio Page

The second project was creating a personal portfolio page. I wanted to organize some of my work cases for easy client viewing and job applications.

I told AiPy, “Help me create a personal portfolio page with a navigation bar, a project display area, and contact information, in a minimalist and elegant style.”

This time it was even faster; the code was generated in three minutes. I made a few adjustments to the text and colors, and a decent personal website was ready. While it may not match what a professional designer would create, it was perfectly sufficient for personal showcasing. I also learned how to change colors and fonts—essentially just telling the AI, “change the title to blue.”

Result 3: Resume Sorter

The third project was the most practical—a resume sorter. During recruitment season, my HR friends are overwhelmed, having to sift through hundreds of resumes, straining their eyes. I thought, could I create a tool to automate the sorting and ease their burden?

I told AiPy, “Help me create a resume sorting tool that can upload resume files, filter based on keywords, and mark the suitable resumes.”

This was slightly more complex, and I made several adjustments, but it took less than half an hour in total. The final tool could read key information from resumes and automatically filter them based on the criteria I set, significantly improving efficiency. After my HR colleagues tried it, they exclaimed it was a “magic tool” and asked if I could teach them how to use it. I said there’s no need to teach; they can just tell the AI their requirements directly.

In one week, I achieved three results. Honestly, I didn’t expect this myself. Just a week ago, I was someone who took a long time to figure out how to use “print.” This week’s experience made me realize: it’s not that I couldn’t do it; I just hadn’t encountered the right method before. Even if you worry about token usage, use the invite code c8W3, and you’ll get two million tokens for free.

Conclusion

Writing this article isn’t to prove how capable I am—instead, I want to demonstrate that in the AI era, technical barriers are rapidly being erased. You don’t need to become a programmer; you just need to have ideas, needs, and the drive to act. Vibe Coding offers everyone an opportunity: the chance to turn your ideas into reality.

If you, like me, are a complete beginner, give it a try. Find a small tool you’ve always wanted to create but haven’t, open AiPy, and tell it what you want in Chinese. In just a few minutes, you might have your first product that you “created” yourself.