In February 2025, AI researcher Andrej Karpathy described a new way of building software: you describe what you want to an AI, accept the code it writes, and keep adjusting by conversation without really reading the code. He called it vibe coding. The term spread so fast that Collins Dictionary named it a word of the year for 2025. Today, many people with no programming background are building apps this way. But how far can it really take you?
What vibe coding is
Vibe coding means building software mainly by talking to an AI. Instead of writing code line by line, you describe the outcome: "Make a page where customers can see our menu, choose items and send the order to our WhatsApp." The AI writes the code, shows you the result and you ask for changes: "Make the buttons bigger," "Add a section for daily specials," "Show prices in rupees."
Tools that support this include AI assistants such as Claude and ChatGPT, which can create small apps and web pages directly in the chat, AI app builders designed for non-programmers, and AI coding editors and agents used by developers.
What non-programmers can realistically build
Vibe coding works surprisingly well for small, self-contained projects. Examples include:
- Simple websites, such as a page for a small business, a portfolio or an event.
- Calculators and tools, such as an EMI calculator, a GST calculator or a fitness tracker.
- Quizzes and learning games for students or children.
- Internal tools, such as a form that collects data, a simple dashboard or a tracker for a small team.
- Prototypes, which show investors, colleagues or developers how an idea should work.
- Personal automations, such as scripts that rename files or organise spreadsheets.
For these projects, a determined beginner can often get a working result in an afternoon.
Where vibe coding breaks down
Problems tend to appear as projects grow.
Complexity. As an app gets bigger, with more features, more screens and more data, the AI may introduce bugs while fixing others. Without understanding the code, it becomes hard to tell what went wrong.
Security. Apps that handle logins, payments or personal data need careful security. AI-generated code can contain vulnerabilities, such as exposed passwords or weak access controls, that a beginner will not notice.
Data and backends. Storing data reliably, handling many users and connecting to databases involves decisions that are hard to make without technical knowledge.
Maintenance. Software needs updates, bug fixes and changes over time. If no one understands the code, maintaining it becomes difficult.
Deployment. Getting an app online, managing hosting, domains and app store submissions involves extra steps beyond writing code.
A widely shared lesson from 2025 and 2026 is that vibe-coded apps can look finished while hiding serious problems underneath, especially around security.
How to vibe code successfully as a beginner
- Start small. Build one simple thing that works before adding features.
- Be specific. Describe exactly what you want, who will use it and how it should look.
- Change one thing at a time. Small requests make problems easier to trace.
- Test as you go. Try every button and every input after each change.
- Ask the AI to explain. Questions like "What does this part of the code do?" help you learn gradually.
- Save working versions. Keep copies of each version that works so you can go back if something breaks.
- Avoid sensitive data at first. Do not build apps that store passwords, payment details or personal information until you understand security or have expert help.
- Get a review before launch. For anything public or business-critical, ask a developer to review it.
Is vibe coding the end of programming?
No. Vibe coding lowers the barrier to building simple software, which is a big change. But professional software, such as banking apps, hospital systems and large websites, still needs engineers who understand architecture, security, performance and reliability.
What is changing is the role of developers. Many professional developers now use AI agents to write large amounts of code, while they focus on design, review and solving hard problems. In that sense, a disciplined form of AI-assisted coding is becoming normal, even for experts.
For non-programmers, vibe coding is best seen as a powerful new skill: the ability to turn ideas into working prototypes and small tools without hiring a developer for every experiment.
Should you learn to code anyway?
If you plan to build more than simple tools, learning basic programming concepts will help enormously. Understanding variables, functions, data and how web apps work makes you far better at guiding AI and spotting mistakes. AI itself is an excellent tutor for this. You can ask it to explain the code it wrote, line by line.
The bottom line
Yes, someone with no coding background can build real apps with vibe coding, especially websites, calculators, quizzes, internal tools and prototypes. It breaks down as projects grow in complexity, handle sensitive data or need long-term maintenance. Start small, test often, learn as you go and get expert help before launching anything that handles personal data or money.
