Writing

Ideas worth
arguing about.

Notes on practical AI, automation, and meaningful transformation.

AI Agents · Design Thinking

Why Most AI Agents Fail Before They Start

14 Jul 2026 · 6 min read

Business Transformation · Strategy

Automation Is Not Transformation

28 Jun 2026 · 5 min read

AI Applications · Architecture

The 3-Layer Stack Every AI Application Needs

10 Jun 2026 · 8 min read