Melvin Yuan
Melvin Yuan
Systems Builder. Writer.
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Melvin Yuan

Melvin Yuan

Work Notes

Rebuilding Stellar Around Conversation

For decades, software gave founders 𝘥𝘢𝘴𝘩𝘣𝘰𝘢𝘳𝘥𝘴 — pages to click through, forms to fill out, workflows to manage. But that’s not
24 Nov
AI Anthrotheology

Made In Our Image: The Spiritual Arc of Building AI

“Then God said, Let us make man in our image, after our likeness.” (Genesis 1:26) God made man in
08 Nov
Work Notes

The Future of Services: How AI-Enabled Operations Will Redefine Service Firms

From financial leverage to capability leverage — why owning delivery creates compounding advantage. When General Catalyst published “The Future of Services:
28 Oct
Agentics Systems Design

Introduction: Agentic Systems Design

Traditional systems design assumes a world of predictable components and human operators. But today's intelligent systems are made
01 Oct
How Do You Measure a Man Who Has Lost His Job?

How Do You Measure a Man Who Has Lost His Job?

Honoring the good men who are rebuilding life and identity in today's turbulent times... I've been
21 Aug
Why We Really Build in Public (And Why It Matters More Than Ever)

Why We Really Build in Public (And Why It Matters More Than Ever)

"Building in public" isn't what it used to be. Just two years ago, sharing your work-in-progress
01 Aug
AI and the Future of Human Connection... What It Will Reveal About Us
AI Anthrotheology

AI and the Future of Human Connection... What It Will Reveal About Us

We often ask whether AI will replace human connection. But perhaps the more important question is whether AI will reveal
25 Jul
How Leading AI Teams Are Engineering Context at Scale

How Leading AI Teams Are Engineering Context at Scale

Leading AI teams at Anthropic, Manus, and Cognition are solving agents that break after dozens of tool calls. Lance Martin reveals battle-tested techniques keeping production AI systems coherent through hundreds of interactions—from smart offloading to multi-agent coordination.
25 Jul
Context Engineering: Why Production AI Needs More Than Prompt Engineering
AI

Context Engineering: Why Production AI Needs More Than Prompt Engineering

A new AI discipline is reshaping how we build production systems. Context Engineering goes beyond simple prompting to solve the complex information management challenges that break real-world applications—and it's creating an entirely new community of practitioners.
24 Jul
Inventive vs Generative: Why AI Can’t Truly Invent
AI

Inventive vs Generative: Why AI Can’t Truly Invent

While AI is busy burning tokens remixing the past, the best of us are inventing the future.
17 Jul
Software Is Using Us Now
AI

Software Is Using Us Now

Software used to serve us. Now it uses us — not passively, but actively. AI agents engage, escalate, and rely on humans to complete their mission. We’re no longer just users. We’re becoming part of the system.
15 Jul
now

Now — Summer 2025

Right now, I’m building systems, tools, and interfaces for a future where AI agents work alongside humans. Here'
22 Jun
It Is Good
Newsletter

It Is Good

Being Complete in the Midst of Incompletion...
29 Apr
The Era of Nearly Free Labor: The 3 ‘C’s to Succeed
Newsletter

The Era of Nearly Free Labor: The 3 ‘C’s to Succeed

And no — ‘ChatGPT’ is NOT one of them.
27 Jan
Being Observed

On 'Highs' & 'Lows'

I was at a recent gathering with some dear friends… and we got down to sharing the ‘highs’ and ‘lows’
03 Mar
Content. After Death.
Newsletter

Content. After Death.

How to prolong life with good content
16 Feb
5 Dangerous and Awful-sounding Principles for Life
Newsletter

5 Dangerous and Awful-sounding Principles for Life

The Birthday Post
07 Feb
First Day. Second Chance.
Newsletter

First Day. Second Chance.

Why I believe New Year's Day is special to us all.
01 Jan
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Melvin Yuan © 2026.
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