April 7, 20267 min read

AI Doesn't Eliminate Technical Debt. It Multiplies It.

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Diego Muñoz Casinos

Healthcare AI Engineer

The equation that changes everything

AIThe tool

ContextWhat you give it

KnowledgeWhat you understand

AI that worksWork you can defend

Without context, AI generates noise. Without knowledge, you can't separate what's useful from what's dangerous. With both, it becomes a real advantage.

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EU AI Act & Healthcare Software: What You Need to Know Before August 2026

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Spec-Driven AI Development: Why Pharma Needs Formal Specifications Before Writing a Single Line of Code

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