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6 minutes

Architecting Retrieval-Augmented Generation (RAG) on Structured Data

To prevent Large Language Models (LLMs) from hallucinating or relying on outdated training data, enterprise architecture must adopt Retrieval-Augmented Generation (RAG). RAG acts as an "open-book exam" for AI, intercepting…

5 minutes

The Architecture of Augmented Empathy: The Operational Reality of Enterprise AI Adoption

The enterprise rush toward Artificial Intelligence is currently defined by a dangerous "MVP Fallacy." Organizations are treating Generative AI as a bolt-on feature, a magic layer of frosting applied to…

4 minutes

The Loneliness of the Leader

This deeply personal reflection bridges the author's past writings on family trauma with his current role as a Country Manager. It explores the "Loneliness of the Leader", the inevitable isolation…

3 minutes

Accessibility is a Culture Problem, Not a Code Problem

This post serves as a strategic follow-up to "Accessibility 101", moving from the technical how to the organizational why. It identifies the root cause of inaccessible web products not as…

4 minutes

Faith, Leadership and what not…

This post draws a sharp line between the title of "Boss" and the virtue of "Leadership." It argues that true leadership is built on faith—the trust followers place in a…

4 minutes

The Art of Running Meetings: Stop Wasting Time

We’ve all been there: walking into a meeting full of energy and leaving an hour later feeling drained, confused, and behind on actual work. Running a meeting isn't just about…

2 minutes

They call it startup

In this raw and honest reflection, I take a hard look at the "startup" culture that prioritizes hype over substance. From pirated themes and copy-pasted content to founders who lack…

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Architecting Retrieval-Augmented Generation (RAG) on Structured Data