top of page

From Prompt to Product: How Vibe Coding Is Changing the Game

Vibe coding is a cutting-edge approach where you describe what you want in plain English and a generative AI writes full-working software for you—no manual coding required. Coined by AI researcher and OpenAI co‑founder Andrej Karpathy, it’s about staying in creative flow: guiding the AI with natural language and iterating, rather than writing each line of code yourself 


Why Is It Popular?

Vibe coding is gaining traction because it empowers individuals with minimal technical skills to build apps, prototypes, or tools rapidly. Startups and hobbyists alike love the speed—ideas go from prompt to working demo in minutes 

At companies like Gitpod and Replit, teams are using it to free up developers from boilerplate work and focus more on product vision and experimentation 




How It Works: Tools & Workflow

AI Chatbots as Editors: Instead of IDEs like Windsurf or Cursor—often too advanced or costly for beginners—novice users are better off starting with chat-based AI tools like Google AI Studio or Claude Opus


Prompt → Response → Iterate: You prompt the AI in English, receive generated code, test it, request changes, and iterate in a loop. It’s hands‑off coding with human oversight 


Choice of Tools Matters:

  • Beginners: Replit, Lovable

  • Intermediate/pro: Cursor, Windsurf

  • Claude is often rated a top pick for interface and design support, though Gemini might produce more functional results in some cases






Best Practices for Vibe Coding

Plan First: Break your project into bite‑sized tasks. Share that roadmap with the AI to get better output


Test Continuously: Don’t accept code blindly. Use linting tools and basic tests to catch regressions or bugs—even between AI iterations


Be Precise in Prompts: The more detail you provide—labels, colors, logic rules—the more accurate your AI-generated feature will be




Pros & Cons at a Glance

PROS:Enables fast prototyping and idea validation

Accessible to non-coders and accelerates learning new stacks

Democratizes software creation beyond expert developers

CONS:

Code may be opaque, harder to maintain or debug

Vulnerabilities and unintended bugs are risks

Scalability and enterprise complexity remain limited




Real‑World Use Cases

Engineers use vibe coding to rapidly prototype new features, even in unfamiliar stacks, and gather feedback faster than ever


Non‑developers have built games, utilities, blogs, and interactive apps using tools like Claude, Gemini, Lovable—often within minutes


Startups: Some YC-backed teams report codebases up to 95% AI‑generated at early stages 





Conclusion: Should You Try It?

Vibe coding is transforming how we build and prototype, making app creation accessible and democratised. For newcomers or lean product teams, it’s a gamechanger. But for high‑stakes, production, or secure applications, traditional coding and strong code understanding remain essential.




bottom of page