Thinking

Ideas for
practical AI.

Notes and frameworks drawn from building products, changing delivery systems, and leading technology organizations.

Current themes

The questions shaping the work.

01

AI product economics

Cost, telemetry, reliability, and the operating decisions behind useful AI products.

02

Spec-Driven Delivery

Traceability, verification evidence, and governed AI-assisted software delivery.

03

Leadership intelligence

How AI changes decisions, accountability, organizational design, and executive work.

04

Delivery systems

The organizational conditions that shape flow, coordination, and sustained execution.

Publishing next

Longer-form thinking is being prepared.

This section establishes the home for future essays, field notes, and practical frameworks. Until those pieces are approved, selected work provides the strongest view into the ideas in practice.

Explore selected work