Essays

Strategy notes on product, growth, and execution. Observations on the symmetry of systems and the friction of scale.

The Iron Triangle of AI Engineering: Capability, Cost, and Speed

Engineering Strategy Nov 2025

Building AI native products is not about magic features. It is about managing the trade off between three volatile variables. A guide from the trenches.

The Architecture of Intelligence: A Framework for Enterprise AI

Strategy Dec 2025

Why the success of your AI strategy isn't about the model you choose, but where you place it in your stack. A framework for turning infrastructure into intelligence.

The Chaos Agent: Why Organizations Stall at Scale

Execution Apr 2025

Deconstructing the 'Busy Person' persona. A framework for identifying organizational entropy and the 3 step method to debug it.

Friction is Information: Using User Complaints as a Roadmap

Product Jan 2025

Extracting high value signals from seemingly low level noise. A framework for turning friction into your primary fuel for growth.

How I Operate

Principles Always

The principles that guide my work. High velocity, high ownership, zero bureaucracy.

I also write and share thoughts more frequently on: