# Articles and Field Notes

Practical observations on IT leadership, infrastructure, security, governance, and the operational realities behind technology decisions.

## Latest Articles

### Content Types Were Proto-AI Knowledge Objects

May 23 2026

Long before vector databases and semantic retrieval pipelines, enterprise architects were already attempting to solve the problem of computational meaning at organizational scale.

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### We Have Been Here Before

May 22 2026

Artificial Intelligence is forcing organizations to confront a problem that enterprise architects, search engineers, and information architects have wrestled with for decades: how to structure knowledge in ways that preserve meaning, authority, and institutional memory at scale.

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### Why Small Organizations Still Need IT Leadership

May 21 2026

Small organizations may not need a full-time CIO, but they still need clear technology leadership, practical governance, and a roadmap that keeps systems aligned with the business.

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