The gap between AI demos and AI results is context. I build production agent systems, document what works, and teach practitioners how to do the same. No hype. No theory. Just working systems, shipped weekly.
All numbers current as of March 2026. Every skill, product, and video is documented publicly.
"I'm not a thought leader. I'm a practitioner who documents what actually works."
Australian developer turned AI practitioner, living in Chiang Mai, Thailand. Building agent systems that replace headcount so founders can scale without hiring. Everything I teach, I use first.
Full-stack agent development methodology. From business analysis through multi-agent design to production deployment.
CoreThe discipline of shaping what AI sees. Skills, brains, prompts, and memory — engineered for production reliability.
CoreVideo asset management and production pipeline. Storyline planning, asset generation, and publish automation.
ActiveProject Theodore. A three-machine agentic operating system — Ansible, Supabase, and autonomous agent orchestration.
BuildingFree community for AI practitioners. Monthly sessions, shared frameworks, templates, and direct feedback loops.
ActiveDeep-dive content on Claude Code workflows, skill authoring, agent configuration, and production prompt engineering.
ActivePractical AI agent builds, context engineering deep dives, and the BMAD Method. New videos weekly. The main channel.
Subscribe →Claude Code sessions, skill authoring walkthroughs, and real-time agent development. Unedited practitioner content.
Subscribe →AI graphics, animations, and faceless storytelling. Essential AI updates distilled without the noise.
Subscribe →Monthly live sessions, shared frameworks, templates, and direct access. Free to join, practitioner-focused.
Join Free →Weekly practitioner notes on what I'm building, what's working, and what broke. No fluff. Unsubscribe any time.
No spam. Written from Chiang Mai, Thailand. — David Cruwys, AppyDave