What is Vibe Working?
Defining the category: how AI-native leaders run entire businesses, not just write code.

This isn't about using AI to write code. It's about running an entire business — strategy, operations, product, team — where AI is your force multiplier.
Using AI to run an entire business — not just write code.
Most people start with “vibe coding” — using AI to write software. That's where it begins. Vibe Working is what happens when you apply that same approach to strategy, operations, product development, and everything else that goes into running a company.
Using AI to write software. Describe what you want, AI generates code. The starting point.
Running an entire business with AI as your co-pilot. Strategy, operations, product, team. The full picture.
I use this approach every day as CEO of Ragu.AI. AI helps me make strategic decisions, build products, manage operations, and deliver for clients. Not as a replacement for thinking, but as a way to move faster and see more clearly.
If you're a founder or CEO and you're not working this way yet, you can start. The shift happens faster than you'd expect.
This is for founders and CEOs who are already successful but know AI should be doing more for their business.
You've tried ChatGPT. Maybe you've experimented with Cursor or Claude Code.
You see the potential, but you haven't rebuilt your operating system around it yet.
You want to see what's actually possible when a sitting CEO runs their entire business this way.
If this resonates, you're in the right place. I run my own company this way — AI as the operating system, not just a tool — and I can show you what that looks like in practice.

I run a company this way every day. What I share comes from doing the work, not studying it.
From Answers Network (32M monthly visitors) to Rebates.com. Multiple companies built and scaled over 20 years.
Running an enterprise AI company that helps organizations move from AI pilots to production systems. Real clients, real deployments.
I've done over 20 sessions with founders — taking raw ideas and shipping working products in a single sitting. It works.
Whether you want proof of concept or sustained transformation, there's a path forward.
We get on a call and actually BUILD together in real time. No lectures. No frameworks. You walk away with something functional.
Low commitment. High impact. Proof of concept.
Fractional C-suite AI strategy position. For CEOs who want to transform how their entire organization operates with AI-native workflows.
For organizations ready to operate differently.
Most people start with a Live Build Session to see the approach in action. The CAISO program is for organizations ready to make the shift across the board.
Insights, frameworks, and real-world examples from the front lines of AI-native business operations.
Defining the category: how AI-native leaders run entire businesses, not just write code.
Vibe coding is 5% of the opportunity. Vibe working is 95%. Here's the difference.
The tools, workflows, and systems I use every day to run Ragu.AI with AI as my co-pilot.
Every week, I share exactly how I used AI to run my company that week. Real tools. Real decisions. Real numbers. No theory, just what actually happened.
Weekly insights. No spam. Unsubscribe anytime.
The best way to understand Vibe Working is to see it in action.
Book a Live Build Session and walk away with something functional — or join a free community session to see how it works before committing.