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May 26, 2026
9 min read
The Infrastructure Is Real. The Timeline May Be the Bubble.
AI's real risk is timeline misalignment: compute, power, capital, and enterprise adoption are scaling on different clocks.
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A collection of essays, technical notes, and tutorials on engineering, philosophy, and the chaotic process of building products.

AI's real risk is timeline misalignment: compute, power, capital, and enterprise adoption are scaling on different clocks.


A medtech operator's case for speed.


Big Tech is pushing a culture of AI saturation. It is a rational discovery strategy. It is not sufficient for long-term AI strategy.

A practical guide for engineering teams on setting up Design Controls, Traceability Matrices, and QMS integrations from Day 1.