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Writing · Notes · Ideas

My Blog.

Short essays and notes on engineering leadership, AI in consumer products, and what scale really teaches you.

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Dec.2023

Why Experience Engineering Has Become the Most Critical Force in Innovation and R&D

A product is not only what the system does. It is what a person expects, understands, feels, and can recover from across the entire journey.

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Jun.2026

If a Local LLM Runs, Does It Truly Work?

A model fitting into memory is not a customer experience. I believe local AI must be measured by the speed, quality, reliability, and usefulness of the complete job.

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Jun.2026

Which Local AI LLM Fits Your PC?

I used to pick local AI by the chart. Then I ran the “best” model on my own PC. It loaded. It talked. And it still felt wrong.

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Apr.2026

What Are We Becoming?

I am not warning about robots taking over. I am worried that AI’s acceleration of knowledge and creation is quietly taking away the human core — connection, emotion, belonging — while agentic tools start living and acting on our behalf, and

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Oct.2025

AI Means Nothing Without a Human
Experience That Is Simple to Use

The most advanced technology in the world is meaningless if I cannot translate it into a simple story and a clear customer benefit.

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Jul.2026

The Best Local AI Model Is the One That Fits the Experience

Local AI gives me control over models, data, hardware, and workflows. But the largest model or highest public score is not automatically the best choice. The best model repeatedly delivers the experience I designed on the hardware people ac

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Jun.2026

Why 48 GB Changes Local AI from Demo to Workflow

For local AI, the real question is not whether a model can start. It is whether the entire coding-agent workflow can keep running reliably.

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Nov.2024

The Best AI Makes Every Experience Feel Effortless

The most powerful AI experience is not the one that constantly reminds people how intelligent it is. It is the one that quietly removes friction and leaves the customer feeling understood.

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Feb.2026

AI Can Accelerate the Work. Leadership Must Deepen the Human Experience.

AI can produce more information, more options, and more output than any team could review alone. That changes the leader’s job—from controlling answers to creating clarity, trust, and stronger judgment.

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Dec.2025

AI Transformation Needs a Leadership Gearbox, Not a Single Gear

AI transformation does not need one perfect leadership personality. It needs a leader who can recognize the moment and change the level of involvement—guiding the system, going deep with experts, or challenging the business itself.

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May.2025

The AI Beside Me

Why local intelligence is becoming personal—and how I decide when it belongs on my own computer.

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Mar.2025

Own the Experience: When AI Runs Close to You

Local AI is not simply about moving a model from the cloud to a computer. It is about making a deliberate choice—balancing control, privacy, speed, quality, and the experience people actually receive.

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Nov.2022

When Did AI Begin? The Story Behind Today’s Revolution

AI did not arrive overnight. Its story spans computation, logic, learning, disappointment, reinvention—and a conversation that reached millions of people.

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