Writing

Notes on building systems that have to work in the real world.

Technical leadership, architecture, integration, verification, and the recurring difference between the visible problem and the real obstacle.

The Real Obstacle: Why Complex Engineering Programs Stall

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What Hands-On Technical Leadership Actually Means

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Designing Embedded Systems for Integration, Not Just Implementation

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Lessons from Medical Devices for AI-Enabled Physical Systems

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Why Hardware-in-the-Loop Changes Engineering Conversations

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