Medium

Edgar A. Uy

Edgar A. Uy

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3d ago

The harness has nine boxes. Seven hold design decisions.

Engineering builds the agent harness. The design team decides what it knows, what it does, and what it hands back.

The harness has nine boxes. Seven hold design decisions.

Edgar A. Uy

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3d ago

Before You Build an AI Agent, Define What It Is Allowed to Decide

The next challenge in enterprise AI is not more intelligence. It is dependable execution.

Before You Build an AI Agent, Define What It Is Allowed to Decide

Edgar A. Uy

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Oct 21

Context Engineering: The Core New Skill

Two products built on the same model can produce different output quality, and the difference is rarely the prompt. It is the information…

Context Engineering: The Core New Skill

Edgar A. Uy

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Sep 7

The Intelligence Diamond

A Shared Process Model for Design and Data Science

The Intelligence Diamond

Edgar A. Uy

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Aug 29

The Designer’s Role Has Moved

What It Now Takes to Practice at the Intelligence Layer

The Designer’s Role Has Moved

Edgar A. Uy

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Aug 20

THE MICHELIN STANDARD

A Code of Craft for Design Teams That Refuse to Compromise

THE MICHELIN STANDARD

Edgar A. Uy

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Aug 20

Evaluating AI Design Work: Metrics, Research, and the Business Case

When the intelligence layer fails, standard UX metrics won’t reveal it. You need an entirely different framework.

Evaluating AI Design Work: Metrics, Research, and the Business Case

Edgar A. Uy

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Aug 11

Design Systems in the Age of Delegation

When AI becomes the primary consumer of your design system, the system must adapt.

Design Systems in the Age of Delegation

Edgar A. Uy

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Aug 4

Ontological Thinking: Designing the Knowledge Layer

Information architecture operating one level deeper than most practitioners have worked.

Ontological Thinking: Designing the Knowledge Layer

Edgar A. Uy

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Jul 29

Semantic Fluency: When Data Becomes Your Design Material

From labels and taxonomies to embeddings and retrieval.

Semantic Fluency: When Data Becomes Your Design Material

Edgar A. Uy

Edgar A. Uy

Enterprise AI Product & Experience Architect for complex, regulated knowledge workflows, specializing in semantic context | Founder, Visayan Labs

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