Things I Can’t Unsee

AI won’t fix a broken engineering system. It will amplify it.

Weak requirements, inconsistent standards, and poor governance become more visible—and more expensive—when AI accelerates software delivery.

AI increases speed. Speed is only leverage when the system underneath it is clear, governed, and aligned. Otherwise it accelerates ambiguity.

Acceleration exposes the operating model.

Weak requirements, inconsistent standards, and unclear ownership do not disappear when delivery gets faster. They become more visible, more expensive, and harder to contain.

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