Coding in English, not Python. The fastest way for non-technical founders, operators and senior leaders to ship real software, owned and exportable, without learning to code.
By Sara Simeone · Updated 1 Jan 1970 · ~13 min read
Vibe coding is software development using English as the programming language. You describe what you want, an AI agent writes the code, you test it, you iterate.
The term emerged in early 2024 when Lovable and Bolt launched the first practical AI-assisted coding platforms for non-developers. Two years later, the category has matured. The platforms understand context better. The output is real, exportable code. You own everything you build.
What makes it different from "asking ChatGPT for code". Vibe coding happens inside an integrated development environment that builds, tests and runs the application as you describe it. ChatGPT writes a snippet. Vibe coding ships an app.
Who it's for
Vibe coding is for people who have ideas but can't code. Founders, operators, marketing leads, agency owners, accountants, lawyers, COOs, anyone whose job is to think clearly and explain what they need.
It is not a replacement for software engineers. It is a way for non-engineers to:
Ship a working prototype to validate an idea
Build internal tools that automate repetitive work
Create client-facing demos before committing engineering budget
Become a much better client for the development team they eventually hire
The lady from one of our cohorts said it best. "I'm not sure I can bring it all the way through to deployment. But I'm a much better client for my developer team now. I understand all the language. I understand the specification. I know how to brief."
That is the real win.
The method we teach
The market keeps changing. The platforms keep updating. The model that powers your build today is not the model that will power it next month. So the method has to be a method, not a recipe.
Ours has four steps.
Define the outcome with a Product Requirement Document. Software engineers don't start coding without a brief. Neither should you. A PRD is an instruction manual: who is this for, what does it do, what are the top three features, what is success. Our PRD agent generates one in three minutes. Without it, you waste credits on a system that doesn't know what you actually want.
Atomic prompting. This is the 2026 shift. Last year, builders wrote one giant prompt and hoped the AI would interpret it correctly. This year, with better context windows and reasoning models, the right approach is the opposite: small prompts, hyperfocused on one feature at a time. Build one thing. Test it. Build the next. Test it. Atomic prompts are how you stay in control as the build grows.
The right tool for the right job. Google AI Studio for instant prototypes. Lovable for full apps with backend. Claude Cowork for serious agent work. Cursor when you want closer to the code. Each platform is good at something. Knowing which to pick saves you days.
Honest testing. Vibe coding produces real code. Real code has real bugs. The thing that breaks first is usually authentication or data persistence. The thing that breaks second is API rate limits. The thing that breaks third is mobile responsiveness. Test in this order.
What you can actually build
Examples from the last 12 months of our cohorts and clients.
Example 01
Due diligence and onboarding tool
A solo operator running virtual office addresses needed to automate AML and customer due diligence. Document upload, risk scoring, client portal.
Built in.
Two sessions.
Example 02
Live pricing calculator
A video production agency. Clients pick the type of shoot, the team size, the production scope. The calculator returns a ballpark price during the discovery call. No more 'let me get back to you with a quote'.
Built in.
One weekend.
Example 03
Member directory with self-service editing
A community founder needed members to update their own listings instead of submitting Google forms for a manual update. The new platform: members log in, edit, publish.
Built in.
Two weeks of evenings.
Example 04
Recipe generator
A 90-minute build during a single masterclass. Input the ingredients in your fridge, get recipes back with images and cooking timers. Functional prototype, ready to demo.
Built in.
90 minutes, live in a session.
Example 05
An internal CRM, built in a weekend
When HubSpot quoted us months of onboarding for a tool we didn't fully need, we built our own on top of Google Workspace. Full pipeline tracking, automated email parsing, custom dashboards.
Built in.
Costs nothing per seat.
These are not toys. They are the actual outputs.
Vibe coding vs no-code vs traditional coding
The category gets confused. Here is the difference.
No-code (Webflow, Bubble, Glide) gives you a visual builder. You drag and drop components. You don't write or own code. The platform owns your data structure, and migration off it is painful.
Traditional coding is what software engineers do. It takes years to learn properly. The output is fully owned, fully flexible, fully customisable. The cost is time and salary.
Vibe coding sits between the two. You describe what you want, an AI writes the code, you own the output. You can export to GitHub. You can hand it to a developer to harden for production. You can migrate between platforms because the code is yours.
The key word is "own". With no-code, you rent a platform. With vibe coding, you own the asset.
Summary table
Capability
No-code
Vibe coding· Recommended
Traditional
Need to code?
No
No
Yes
Own the code?
No
Yes
Yes
Exportable?
No
Yes (GitHub)
Yes
Time to first prototype
Hours
Hours
Weeks
Production-ready
Sometimes
With dev review
Yes
The stack we actually use
Here is the practical stack, ranked by where to start.
Lovable. Started in Europe, now one of the fastest-growing platforms in the world. Builds front-end and back-end. Has its own backend-as-a-service (Lovable Cloud, which is Supabase under the hood). Best general-purpose vibe coding tool right now.
Google AI Studio. Free credits, no paywall to get started, multimodal (text, image, video, voice). Best for fast front-end prototypes. Limitation: no proper backend, so the app is session-only until you migrate.
Bolt. Was the original alongside Lovable in 2024. Slower in 2026 than its peers. Still capable.
Cursor. Closer to the code itself, more powerful for engineers who want AI in their existing IDE. Steeper learning curve, requires setup. Skip until you're comfortable with the basics.
Replit. Different model. Has its own database system, runs in the browser, useful for hobby projects and tutorials.
Claude Cowork. Our daily driver for agent work and complex builds. Read the full guide.
The architecture. Behind every vibe-coded app there are four pieces: front-end (what you click), back-end (what processes the click), database (where the data lives), APIs (how the pieces talk to each other). You don't have to write any of it. You do have to understand which piece is which when something breaks.
We use a restaurant analogy. The dining room is the front-end. The kitchen is the back-end. The fridge is the database. The waiters are the APIs. Knowing which part of the restaurant is broken is half the fix.
We say this in every session. Vibe coding does not replace developers.
If you are building in a regulated sector (finance, healthcare, legal), you need a developer to review and harden the code before any real user touches it. Security, compliance, scalability and edge cases are still developer territory.
If you are building something that handles money, personal data, medical information or anything legally sensitive, treat the vibe-coded version as a prototype. Use it to align your team, pitch your client, validate the idea. Then commission a developer to build the production version with the right safeguards.
The other thing vibe coding doesn't do automatically. Deployment. The deploy button looks tempting. Don't press it without testing thoroughly first. Deploying a half-built app is how you leak API keys.
Eight 1-to-1 sessions, built entirely around your role and your tools. By session three you will be shipping. By session eight you will have a working app and the method to build the next.
