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Vibe Coding · Build software with natural language

Learn to build with AI without skipping engineering judgment

Start with one prompt, then learn how to verify, debug and ship the result.

PROMPT.TXTPython

Write a Python script that batch-renames images using a date and sequence, such as 2026-08-31_001.jpg.

Copy the prompt and paste it into Cursor or Claude

How do you make your first AI-assisted coding project?

Choose a task with simple rules and an answer you can check yourself. The materials calculator below is ready to use. Change the quantity, then read how to describe the task, open the code and check a change.

Event materials calculator

The calculation uses A$12 per pack and accepts 1–100 packs. It opens at 8 packs, giving a materials subtotal of A$96. Change the quantity and check the result against your own calculation.

Unit price: A$12 per pack

Number of packs: 8
Materials subtotal: A$96.00

Amounts are in AUD. The materials subtotal excludes shipping and taxes.

Write the rules first

The input is an integer quantity from 1 to 100 at A$12 per pack. Increasing or decreasing changes both quantity and subtotal. At either limit, disable the corresponding button.

Describe it to the coding assistant

“Build an event materials calculator at A$12 per pack. Accept 1–100 whole packs, defaulting to 8. Show quantity, unit price and subtotal. Include increase, decrease and reset controls. Make it readable on mobile. Do not submit orders or collect contact information.” Start with that scope.

Open the code

Save the files and note how to open them. An HTML/CSS/browser-script project can open locally; a project with dependencies or a development server needs its documented setup. Keep the error text, action and recent change when asking for help, without sharing credentials or personal records.

Check the result

Verify 8×12, then 1 pack, 100 packs and reset. Rapid clicks must keep quantity and subtotal consistent. Check narrow screens and keyboard controls before adapting the business rules.

When you get stuck

The generated program has an error

Repeat the action and record where it fails. Give the assistant the error and relevant code, ask for the cause, then make one focused fix. Repeat the same action to check it.

You want a website or app next

Make one page’s main action work first. Accounts, storage, payments and public release bring backend, permission, cost and deployment decisions. This calculator demonstrates a browser tool, not a complete commercial app.

Continue from this project

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Event materials calculator
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FAQ

The most common questions about Vibe Coding and AI programming

What is Vibe Coding?
Vibe Coding is a new way of programming where you describe requirements in natural language and AI generates the code. You do not need to memorize complex syntax - just clearly express your functional requirements in any language, and AI tools (like Cursor, Claude Code, GitHub Copilot) will understand and write the code. The concept was coined by AI pioneer Andrej Karpathy in 2025 and has been recognized by Collins Dictionary as a word of the year. Vibe Coding is transforming how software is built, enabling non-programmers to create applications.
Cursor, Claude Code, or Copilot - which is best?
Each has its niche; beginners should start with Cursor. Cursor is a standalone AI editor with multi-model support, great at multi-file editing and project-level understanding, with the most intuitive interface; Claude Code is Anthropic's CLI AI tool, excellent for complex refactoring and large projects, suited for developers with terminal experience; GitHub Copilot is a VS Code/JetBrains plugin that integrates seamlessly with existing workflows, with fast code completions. Experienced developers often combine multiple tools. Detailed Cursor vs Copilot comparison
Can I learn Vibe Coding with zero experience?
Absolutely - Vibe Coding was created to lower the barrier to programming. You do not need to learn a traditional programming language first. As long as you can describe requirements in natural language, AI will generate the code for you. JR Academy's beginner course is designed for non-programmers, from tool setup to your first project. Most learners can independently build simple apps within 2-4 weeks. Over 5,000 students have started their coding journey this way.
How do I write better Prompts for Vibe Coding?
Good Prompts need: clear goals, context, step-by-step descriptions, and examples. Key techniques: 1) Describe what functionality you want, not just the appearance; 2) Tell AI your project's tech stack and framework; 3) Break complex tasks into small steps; 4) Use input/output examples to show expected behavior; 5) Iterate and refine prompts based on AI feedback. Learn Prompt Engineering
How good is AI-generated code? Can it go to production?
AI-generated code quality keeps improving, but human review is essential before production. Check 4 dimensions: 1) Security - injection, XSS vulnerabilities; 2) Performance - N+1 queries etc.; 3) Business logic - does it truly meet requirements; 4) Edge cases - does it handle unexpected input. AI is an efficient coding partner, but architecture decisions and code review still need human judgment. Learn AI Debug techniques
What is the Vibe Coding learning roadmap?
We recommend 4 progressive phases. Week 1: Install Cursor, learn basic conversational coding, complete your first small project. Weeks 2-3: Learn Prompt Engineering, master context management and multi-file editing. Weeks 4-6: Learn AI debugging, independently solve errors and debug issues. Weeks 7-8: Complete a full-stack project from idea to deployment. The key is learning by doing - let real projects drive skill growth. View the full course
Can Vibe Coding help me get a job?
Vibe Coding skills are now a significant advantage for developers, but cannot fully replace programming fundamentals. Companies increasingly value AI-assisted development efficiency - developers using Cursor/Claude Code typically see 3-10x productivity gains. For non-programmers, Vibe Coding helps you rapidly build MVPs and prototypes, ideal for product managers, entrepreneurs, and designers. If your goal is to become a professional AI engineer, we recommend building on Vibe Coding to study AI Engineer core skills.

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