This is quite interesting.

Yesterday, I came across an article with a striking title: The Limits of Vibe Coding: 30 Million Developers Can’t Capture the Spark of 8 Billion People. Honestly, it left me with a lot to think about.

Vibe Coding has been all the rage these past few years. In simple terms, it’s about using AI assistance to make coding easier. GitHub Copilot, ChatGPT writing code—you’ve probably tried them, right? They’re undeniably convenient. What used to take hours of syntax lookup now gets auto-completed by AI.

But the article raised a sharp question: Has this really achieved “coding for everyone”?

The answer: No.

Vibe Coding lowers the barrier, but it doesn’t erase the boundary. Those using AI to write code are still the same people who already knew how to code. As for the average person? They might not even know what a “variable” is. No matter how powerful the AI is, it can’t help there.

It’s a bit like attaching rocket boosters to a bicycle—the riders are still the ones who already knew how to bike. Those who couldn’t ride before still won’t dare to hop on.

The article points out that there are roughly 30 million developers worldwide, compared to 8 billion people on Earth. No matter how impressive Vibe Coding is, it’s still serving this tiny tech-savvy minority. True “coding for everyone”? Far from it.

Why?

Because coding isn’t just about typing. It’s built on a whole system of logical thinking—abstraction, problem decomposition, debugging… These cognitive skills can’t be instilled with an AI shortcut. No matter how powerful the tool, the gap between humans and the tool remains.

For example: Ask AI to write a “calculator,” and it’ll do it in seconds. But if you can’t even figure out “what features a calculator should have,” the AI’s brilliance is wasted.

What’s even more sobering is that Vibe Coding might actually widen the tech divide.

Why? Because tech-savvy people use AI to become even more efficient, while ordinary folks can’t even find the door. The result? The strong get stronger, the weak stay weak.

This reminds me of the engineering bottleneck in LLMs (large language models). Everyone’s hyping up “AI replacing programmers,” but the reality is: AI can’t even understand requirements. If a client says, “I want a五彩斑斓的黑 (literally ‘colorfully black’),” can AI grasp that? Nope. In the end, a human programmer still has to translate.

So, what’s the real value of Vibe Coding?

I think it’s “efficiency,” not “universal access.” It helps developers write less boilerplate code and spend more time on creative work. But enabling 8 billion people to code? For now, that’s just a nice dream.

Of course, this isn’t to say Vibe Coding is useless. On the contrary, it’s fantastic. But we need to stay clear-eyed: No matter how powerful the tech tool, it can’t bypass human cognitive limits.

One last gripe: The industry loves to hype “disruption” and “revolution,” but the reality is often just “incremental improvement.” Kind of boring, but that’s the truth.

(Original article link: https://www.infoq.cn/article/xxxx)