What is vibe coding? Where creativity meets AI in software development
Learn what vibe coding is, how it works with AI, and its key benefits. Learn how to hire vibe coders and developers for faster, more creative results.
April 9th, 2026
Just a few months ago, the word "vibes" was mostly reserved for beach trips, lo-fi playlists, and late-night group chats. Shorthand for a mood or a feeling, a "vibe" is something you largely sense more than measure.
So, how did it come to be associated with the more rule- and logic-based art of coding?
"Vibe coding" was coined in February 2025 by programmer Andrej Karpathy, former Director of AI at Tesla. At its core, it's a method of providing creative prompts to AI and large language models (LLMs), and relying on these systems to do the bulk of the coding. Basically, it's a catchy term for combining human intuition with AI-driven output to get a fast and sometimes creatively unique result.
Don't worry. It's not about reading your code's aura or the emotional state of your LLM. (But hey, you do you!)
Ready to jibe with vibe coding? Learn more about what this innovative process entails, explore benefits and examples of vibe coding, and discover how it's set to impact the future of programming as we know it.
Ex SaaS CTO and Cofounder, Applied AI, 15+ years SWE experience
What does "vibe coding" mean?
Vibe coding is a new way of programming that uses AI and LLMs to write code based on simple, natural language instructions. Instead of manually writing each line of code, the developer tells the AI what they want the software to do in plain English. The AI then generates the code to match that description. The developer can continue to provide prompts to edit and rework the code as needed.
As Andrej Karpathy wrote when he coined the term: "...you fully give in to the vibes, embrace exponentials, and forget that the code even exists. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good [...] I'm building a project or webapp, but it's not really coding - I just see stuff, say stuff, run stuff, and copy paste stuff, and it mostly works."
The goal is to create software that works and "feels" right without manually pouring over all the code. Ultimately, vibe coding focuses on outcomes and user experience rather than technical details or code structure. It lets developers quickly create working software by guiding and refining the AI-generated code through feedback and testing.
How does vibe coding work?
Despite how it sounds, vibe coding doesn't involve just sitting down, lighting a candle, and hoping the code flows out (though we won't stop you if you want to). Instead, it's a structured yet playful process powered by natural language and AI collaboration.
The vibe coding workflow often looks like this:
- The developer prompts the AI: Instead of writing traditional code, the developer explains---often in plain English---what they want to create. For example: "Build me a simple web app where users can upload an image and the background is automatically blurred."
- The AI generates the code: The LLM produces the code that matches the request, spitting out HTML, JavaScript, or Python depending on the task.
- The developer provides feedback: If the output doesn't match the intended vibe, the developer doesn't dive deep into the code, line by line. They paste the error messages back into the AI or describe the needed modifications, like "Align the button to the center," or "Add pastel colors to the background."
- Repeat until you have the desired outcome: The coder focuses on guiding outcomes rather than writing nuanced code. Once the final product matches the overall vision, the project is complete.
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What are the unique characteristics of vibe coding?
When it comes to vibe coding, developers are more like curators than coders. They guide the overall direction and aesthetic of the project while letting the AI handle the legwork.
Diving deeper, some key characteristics of vibe coding include:
- Minimal code review: Because the AI is writing much of the syntax, vibe coders often accept outputs "as is," focusing their attention on the larger concept.
- Iterative experimentation: Projects move through rounds of trial, error, feedback, and revision---not careful architectural planning upfront.
- Flexible collaboration: Instead of wrestling with syntax errors, developers collaborate with an AI partner. It's less like grinding through engineering homework and more like jamming with a creative assistant.
What are the benefits of vibe coding?
So, why bother with coding based on vibes when we already have decades of programming best practices and seasoned developers ready to build new projects?
Because vibe coding unlocks new advantages like:
- Increased productivity: Developers can rapidly spin up rough drafts and experimental apps without overthinking or overplanning.
- Greater accessibility: With natural language driving the process, beginners and non-technical collaborators can provide input. You don't have to know recursion or big-O notation to test an idea.
- Rapid prototyping: Teams can test and validate concepts quickly before investing time in polished production code.
- Creative freedom: Developers can go back and forth with AI platforms to bring their concepts to life and experiment with out-of-the-box ideas.
Use cases and examples of vibe coding
Of course, vibe coding isn't the right tool for every project. But in certain cases, it can accelerate productivity and provide just the right setup for innovative exploration.
For example, vibe coding can be a game-changer when it comes to:
- Prototyping: Want to pitch an idea to investors or higher-ups with only a few days to prepare? Vibe coding gets the concept out of your head and onto the screen quickly.
- Side projects: Start tinkering with silly games or fun apps---like a random haiku generator or a "rate my snack" site---when you have some time to spare.
- Generative art: Simply describe a visual aesthetic or image and let your AI platform deliver dynamic visuals in seconds.
- Education: Use vibe coding to empower students, employees, or mentees to create something cool without scaring them off with steep syntax learning curves.
What's the difference between vibe coding and traditional coding?
Vibe coding and traditional coding offer two very different approaches to building software. At a high level, vibe coding relies on AI to speed up development for fast, creative projects while traditional coding gives developers hands-on control for complex deliverables.
Which one is best for your needs? Here's a simple breakdown of how they compare:
| Vibe coding | Traditional coding | |
|---|---|---|
| Method | AI generates code from natural language prompts | Developer writes code line by line |
| Speed | Very fast, relying on AI output | Slower, relying on manual processes |
| Accessibility | Easy for beginners | Requires programming knowledge |
| Control | Less control over code details | Full control and customization |
| Workflow | Iterative, flexible, collaborative with AI | Structured, step-by-step development |
| Ideal use cases | Prototypes, MVPs, creative and side projects | Large-scale, complex, mission-critical systems |
What does the future of vibe coding look like?
The good vibes are only just beginning to spread. As more developers---and untrained coders and collaborators---catch on to the power of vibe coding, it could become an even bigger part of software's future.
That's not to say it will totally replace traditional coding, of course. Instead, vibe coding will play a part in enriching the ecosystem, offering a new path for creativity through:
- Widespread AI collaboration: As AI assistants get smarter, vibe coding will become more powerful and less error-prone.
- Immersive experiences: AR, VR, and interactive media can benefit from vibe-driven creative approaches.
- Approachable education: Programming classes may use vibe coding as an accessible entry point for developers-in-training.
- Professional validation: Vibe coding might be considered a vetted and legitimate business strategy in certain niches, like prototyping or programming for creative industries.
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Add a vibe coder to your team
Ok, let's be honest: A few months ago (or even a few days ago) if someone told you they were coding based on vibes, you'd have fired them. Or never even hired them. But now that vibe coding is a recognized part of the lexicon---and a valid process with unique benefits---businesses might consider bringing talent on board who can jam with LLMs, write inspiring AI prompts, and speed up the development process.
After all, vibe coding isn't just a meme-worthy buzzword; it's a glimpse into the future of how humans and machines collaborate. So whether you want an interactive prototype or a campaign microsite, hiring a developer skilled in vibe coding could accelerate timelines and unlock new creative possibilities.
Looking for flexible and experienced developers to lead your projects? Start browsing Go Fractional's network of vetted candidates. Or tell us what roles you're hiring for, and we'll kick off the process.
