AI Practitioner

Human
On The
Loop.

I don't work for the machine. The machine works for me. Every agent I run on my behalf — while I sleep in Thailand — my agentic OS ships content, handles leads, and scores my notebooks.

Get The Flywheel Kit
AI Builder · David Cruwys

The AI Workflow Flywheel

Five steps to turn AI from novelty to operating system. Not a framework. A repeatable loop.

01
Pick One Bottleneck
The bottleneck you fix first. Fastest, most obvious AI win — builds momentum
02
Input → Prompt → Output
Map the workflow. Know your inputs, craft the prompt, define the ideal output
03
Standardise
Build once, run without constant tweaking. Document so it becomes repeatable
04
Chain & Automate
Link workflows into pipelines. One output triggers the next step automatically
05
Loop & Improve
Each cycle compounds value. The agentic OS becomes smarter over time
Who Is This For

Solo Founders &
Small Teams

You're running a business mostly alone. You've looked at AI tools, maybe played with ChatGPT, but you're not sure how to make it actually replace work — not just help with it.

I show you how to build your own agentic OS — a stack of AI agents that handle the work your team would normally do.

Watch the YouTube Channel
What you get
Context Engineering — teach AI to think in your voice and framework
BMAD Method — structured AI workflow from idea to deployed product
Live builds — watch me build real tools on YouTube start to finish
Free community — practitioners sharing agents, prompts, and results