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.

Latest field note

Your tests passed. Your product still violated the spec.

How an intentionally superseded requirement exposed the missing control in AI-assisted delivery—and led RBC to Verification-First Spec-Driven Delivery.