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Topics
Can I use AI for coding?
What is vibe coding?
Can AI generate new code?
Vibe coding transforms how developers build software by turning plain English prompts into working code with AI tools. From Rocket.new to GitHub Copilot, these platforms make prototyping, testing, and iterating faster than ever. This blog breaks down the process, toolkit, and best practices so you can code smarter without losing control.
Vibe coding is no longer just a buzzword floating around tech meetups—it’s become real. People use it daily to build stuff faster, fix bugs smarter, and test wild ideas without overthinking. Some folks mess around with it on the weekends, while others blend it into their daily coding routines with serious results.
This blog will discuss vibe coding using AI tools and show you how this new programming style can fit into your projects. We’ll keep things simple, clear, and to the point.
Let’s get into it.
Vibe coding involves describing what you want your software to do in plain English and letting AI tools do the heavy lifting by generating, refining, and testing the actual code.
Coined by Andrej Karpathy in February 2025, the term vibe coding refers to a casual yet powerful programming paradigm:
Let’s visualize how vibe coding works
• 25% of Y Combinator’s Winter 2025 startups used mostly AI-generated code (TechCrunch )
• Vibe coding is now a trending term in the Merriam-Webster Dictionary
• A Silicon Valley CEO claims: “Vibe coding lets 10 engineers do the work of 100”
Here’s a breakdown of essential tools that power this new way of building software:
| Tool | Purpose | Best For |
|---|---|---|
| Rocket.new | AI-powered code generation and project setup | Rapid prototyping and turning ideas into apps instan |
| Cursor | AI-native VS Code with cursor composer chat | Interactive editing and fast prototyping |
| Replit | Cloud IDE with Ghostwriter AI | Beginners and instant deployments |
| GitHub Copilot | Pair programmer with chat | In-editor AI coding assistant |
| ChatGPT / Claude | Chat-based AI tools for prompt coding | Turning natural language to code |
| Windsurf AI | Automatic integration with existing code | Agentic programming and automation |
Vibe coding shines in throwaway weekend projects. Don’t begin by rewriting your entire backend—start with a simple new feature or web application like:
• A to-do list
• A joke generator
• A fridge inventory tracker
Describe what you want using a few sentences, like:
"Build a Python app that takes a city name and shows the current weather."
This triggers the AI coding assistant to generate code. If it breaks, clarify your idea further. Prompts are the new syntax.
Don’t blindly copy and paste. Always check for:
• Logic errors
• Security vulnerabilities
• Useless or duplicate functions
• Misunderstood instructions
Expect error messages—and be ready to fix them.
You might need to run stuff multiple times. Every AI-generated snippet may look like working code, but edge cases can break it.
One defining trait of vibe coding is its focus on producing code without always understanding the code.
While that’s fine for an MVP or copy paste stuff from throwaway weekend projects, it doesn’t fly in production. You still need to:
• Validate the actual code
• Check if the code grows in complexity. Once you accept AI-generated changes, re-test all previously working cases. It might work for the specific case you were testing, but it’s safer to ensure nothing else breaks.
• Check if the code grows in complexity
• Avoid random changes the AI might introduce
| Problem | Cause | Fix |
|---|---|---|
| AI won't respond | Prompt misunderstood or content violation | Rephrase or simplify your request |
| Code doesn’t run | Bad syntax, incorrect logic | Review and step through the logic |
| AI refuses to help | It happens! (Ars Technica) | Fall back on manual coding |
| You don’t get the code | Usual comprehension gap with generated logic | Use comments or ask for an explanation |
Always test the AI-generated code.
Use AI assistance to prototype, but know when to fall back on manual coding.
Never skip code reviews—AI-generated bugs can be subtle.
Track random changes in your diffs (yes, diffs anymore still matter).
Combine with existing code intelligently, especially in shared repos.
• It lets you create prototypes in minutes
• You can generate code by asking a chatbot
• It’s ideal for building software quickly with limited resources
• It’s perfect for throwaway weekend projects and personal tools
• Production environments
• Public-facing applications
• Complex systems that require reliability
Vibe coding isn’t about perfect syntax or elegant architecture. It’s about speed, creativity, and accessibility. It allows both beginners and experienced developers to build, test, and deploy projects with less friction and more freedom.
But don’t let the vibe fool you—quality still matters. Whether you’re coding for fun, launching a new feature, or experimenting with AI assistance, treat the AI-generated code as a starting point, not the final product.
So, consider asking your AI tool for help next time you write. Remember to check what it spits out—and maybe even debug it.
Because sometimes, the dumbest things are what ship first.
Let the AI generate, but don’t let it create blindly. Master the process, refine your ability, and remember: code is still king—no matter how it’s written.
