HYPERSCALEBY DESIGN

Product and platform strategy, AI platforms, and operating models for the agentic era.

Informed by experience across Microsoft AI, Microsoft Azure, Amazon, Oracle Cloud, Zonar and Deloitte.

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Start with the system, not the feature.

A product decision changes more than the feature in front of you. I look at dependencies, interfaces, incentives, operational load, and the decisions the system will force later.

Systems before features

Understand the surrounding workflow before optimizing one component.

Dependencies before commitments

Make upstream and downstream constraints visible before setting a roadmap.

Architecture is a product decision

Architecture affects speed, cost, reliability, reuse, and future product choices.

Design for what happens next

Ask what a decision makes easier or harder six months from now.