Writing & thinking
Notes from the mandate world.
Short essays on tech leadership, AI strategy and transformation — distilled from mandates, free of marketing fluff.

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Pace Layers: Why AI Transformation Needs Multiple Speeds
AI is evolving at a pace that puts even experienced technology organizations under pressure. New models are released every few months. Agent frameworks, coding tools, and skills sometimes change within weeks. Prompts…
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Agentic Engineering: Why This Transformation Will Be Bigger Than Agile
Many organizations have still not fully absorbed the Agile transformation. Teams work in sprints, backlogs are full, daily stand-ups are routine, Jira is everywhere, and yet software delivery often still feels slow,…
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