Notes from the edge of AI adoption.
No hype, no doomism — just patterns from the field, frameworks that work, and things worth knowing about putting AI to work.
A Practical Starting Point for AI in HR
Where HR should actually begin with AI — the safe, high-ROI first steps, and what to keep human.
How to Design a 'Learn by Doing' AI Bootcamp
The exact curriculum design process — from outcome mapping to capstone projects — behind a bootcamp that actually builds capability.
The Prompt Workflow I Use to Write a Week of Content in an Hour
Not a magic one-liner — a repeatable chain that handles ideation, draft and formatting across any topic.
5 n8n Automations I Set Up for Almost Every Team
The automations that deliver real hours back, every single time — with the thinking behind each one.
Why Most AI Training Fails (And What Actually Sticks)
The dirty secret of corporate AI rollouts: most training doesn't change how people actually work. Here's the framework that does.
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