APPY
AppyDave · David Cruwys · AI Practitioner · March 2026

Build Your
Agentic
OS

Human on the loop. Scale without hiring by building personalised AI agents that replace headcount. The AI Workflow Flywheel is how I do it — and how I teach it.

Watch on YouTube Explore Method →
AI Practitioner · Context Engineering · Digital Nomad · Thailand 🇹🇭
200+
Videos Published
2
YouTube Channels
5
Flywheel Steps
"Scale Without Hiring"

"Build your agentic OS, human on the loop." — The AI Workflow Flywheel · 5 Steps · Pick · Design · Standardise · Ship · Lock In

About

David Cruwys

Australian developer turned AI practitioner. Living in Chiang Mai, Thailand. Building systems so founders can scale without hiring.

I run AppyDave and AITLDR YouTube channels, host a Skool community, and teach the AI Workflow Flywheel — a method I built to run my own business before teaching it to anyone else.

I'm not a thought leader. I'm a practitioner who documents what actually works.

Signature Method

The AI Workflow Flywheel

Five steps to turn AI from novelty into operating system.

01
Pick
One bottleneck. The fastest, most obvious AI win.
02
Design
Input → prompt → review → output. Map it first.
03
Standardise
Guardrails. Trust without constant debate.
04
Ship
Days, not months, to your first real win.
05
Lock In
Templates + cadence = lasting adoption.

Channels

Where to find me
Platform · YouTube
AppyDave

Practical AI agents, prompt engineering, and the Agentic OS methodology. New videos weekly.

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Platform · YouTube
AITLDR

AI graphics, animations, and faceless storytelling. The essential AI updates without the noise.

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Platform · Community · Free
Skool

Monthly sessions, frameworks, templates, and direct access to David. Free to join.

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Free Starter Kit

The AI Workflow
Flywheel Starter Kit

One bottleneck. Five steps. A workflow that survives past week one. Free to anyone who asks.

No spam · G'day from Thailand 🇹🇭 · David Cruwys, AppyDave