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Suzanne Mok

Building the open-source constitution for AI agent organizations. 1 founder, 9 agents, 1 real fitness studio. Momo (AI store manager) runs daily ops in Dongguan. github.com/ZWISERFIT

Location Dongguan, China / 东莞 Joined Joined on  Personal website https://github.com/ZWISERFIT github website

Pronouns

she/her

Work

Founder @ ZWISERFIT · Building the open-source constitution for AI agent organizations

9 AI Agents. 2 CPU Cores. 3.6GB RAM. Cost Control by Design.

9 AI Agents. 2 CPU Cores. 3.6GB RAM. Cost Control by Design.

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2 min read

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Our AI Agent Failed 5 Times in One Day. Here is Why It Never Happened Again.

Our AI Agent Failed 5 Times in One Day. Here is Why It Never Happened Again.

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2 min read
3 Agents, Same URL Error, 1 Gate Stopped All 3

3 Agents, Same URL Error, 1 Gate Stopped All 3

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4 min read
Twice, Same Port Mistake. LAO Said: Never Again.

Twice, Same Port Mistake. LAO Said: Never Again.

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4 min read
Self-Hardening Gates: Why Autonomous AI Systems Need Structural Defense, Not More Vigilance

Self-Hardening Gates: Why Autonomous AI Systems Need Structural Defense, Not More Vigilance

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1 min read
We Built a Self-Hardening Gate: 114 Automated Anchors That Catch What Humans Miss

We Built a Self-Hardening Gate: 114 Automated Anchors That Catch What Humans Miss

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1 min read
LAO: A Human Calibration Layer Between LLMs and Execution

LAO: A Human Calibration Layer Between LLMs and Execution

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4 min read
We Spent 7 Years Learning What Customers Actually Do. Then We Open-Sourced It — and Kept the Real Asset Private

We Spent 7 Years Learning What Customers Actually Do. Then We Open-Sourced It — and Kept the Real Asset Private

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4 min read
🧠 LAO — The Calibration Layer That Stops LLMs From Forgetting and Lying (3-Line Demo)

🧠 LAO — The Calibration Layer That Stops LLMs From Forgetting and Lying (3-Line Demo)

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3 min read
Week 2 of Radical Transparency: What Our CtoE Table Revealed About the Zero-Human Company

Week 2 of Radical Transparency: What Our CtoE Table Revealed About the Zero-Human Company

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3 min read
We Asked the Zero-Human Company Question on GitHub — Here's What We Talked Back to Ourselves

We Asked the Zero-Human Company Question on GitHub — Here's What We Talked Back to Ourselves

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3 min read
We Asked the Zero-Human Company Question on GitHub. Here's Our First Answer.

We Asked the Zero-Human Company Question on GitHub. Here's Our First Answer.

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1 min read
Zero-Human Company: A Category Found Us, Not the Other Way Around

Zero-Human Company: A Category Found Us, Not the Other Way Around

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1 min read
test

test

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1 min read
Contributor Guide: Code for a Business That Runs Itself

Contributor Guide: Code for a Business That Runs Itself

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2 min read
Contribute Code to an Autonomous Business That Runs a Real Gym

Contribute Code to an Autonomous Business That Runs a Real Gym

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2 min read
You Can Contribute Code to a Business That Runs Itself

You Can Contribute Code to a Business That Runs Itself

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2 min read
How to Contribute Code to a Business That Runs Itself

How to Contribute Code to a Business That Runs Itself

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2 min read
63 Articles, 3 Reactions — The Wake-Up Call That Changed Our Strategy

63 Articles, 3 Reactions — The Wake-Up Call That Changed Our Strategy

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1 min read
107 Days of Autonomous Operations: What You See vs What Runs

107 Days of Autonomous Operations: What You See vs What Runs

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2 min read
How to Contribute Code to a Business That Runs Itself

How to Contribute Code to a Business That Runs Itself

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2 min read
MAFBE FDE: A Real Gym's 107-Day Production Log, Now Open Source

MAFBE FDE: A Real Gym's 107-Day Production Log, Now Open Source

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4 min read
How to Contribute to an Open-Source Business Run by 9 AI Agents

How to Contribute to an Open-Source Business Run by 9 AI Agents

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2 min read
We Published Our Best Article. 24 Hours Later: 0 Reactions, 0 Comments, 0 Shares.

We Published Our Best Article. 24 Hours Later: 0 Reactions, 0 Comments, 0 Shares.

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2 min read
34 Days. 9 AI Agents. One Gym. Zero Human Intervention.

34 Days. 9 AI Agents. One Gym. Zero Human Intervention.

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3 min read
D+21 Growth Experiment: What 56 Articles and 0 Stars Taught Us About Open Source Distribution

D+21 Growth Experiment: What 56 Articles and 0 Stars Taught Us About Open Source Distribution

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3 min read
MAFBE: The Engine That Produces Verifiable Behavior Data — Not a Dashboard, Not a SaaS

MAFBE: The Engine That Produces Verifiable Behavior Data — Not a Dashboard, Not a SaaS

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2 min read
7 Infrastructure Bugs Our AI Agents Auto-Recovered in 34 Days — The Full Breakdown

7 Infrastructure Bugs Our AI Agents Auto-Recovered in 34 Days — The Full Breakdown

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3 min read
The Invisible Product: What 107 Consecutive Days of 9 Autonomous Agents Actually Produces

The Invisible Product: What 107 Consecutive Days of 9 Autonomous Agents Actually Produces

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7 Infrastructure Bugs Our 9 AI Agents Auto-Recovered in 34 Days

7 Infrastructure Bugs Our 9 AI Agents Auto-Recovered in 34 Days

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3 min read
What Nobody Tells You About Running 9 Autonomous Agents on a Real Gym

What Nobody Tells You About Running 9 Autonomous Agents on a Real Gym

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We Did Not Define Our Category — We Ran a Gym Until It Defined Itself

We Did Not Define Our Category — We Ran a Gym Until It Defined Itself

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4 min read
3 Things 120 Days of Autonomous Agents Taught Me That No Demo Prepares You For

3 Things 120 Days of Autonomous Agents Taught Me That No Demo Prepares You For

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2 min read
7 Infrastructure Bugs Our AI Agents Auto-Recovered in 34 Days

7 Infrastructure Bugs Our AI Agents Auto-Recovered in 34 Days

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3 min read
How 9 AI Agents Built a Self-Evolving Error Prevention System — And Open Sourced It

How 9 AI Agents Built a Self-Evolving Error Prevention System — And Open Sourced It

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5 min read
7 Bugs in 34 Days: What Our AI Agents Caught While Nobody Was Watching

7 Bugs in 34 Days: What Our AI Agents Caught While Nobody Was Watching

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2 min read
Our AI Agents Took the Founder Offline for 2 Days

Our AI Agents Took the Founder Offline for 2 Days

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2 min read
Your Gym Tracked Your Workouts Wrong for 30 Years

Your Gym Tracked Your Workouts Wrong for 30 Years

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3 min read
Why We Designed 9 Agents With a Constitution, Not a Controller

Why We Designed 9 Agents With a Constitution, Not a Controller

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2 min read
5 Things Nobody Tells You About Running a Business With 9 AI Agents

5 Things Nobody Tells You About Running a Business With 9 AI Agents

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4 min read
The Founder Who Couldn't Find a Co-Founder — So They Built 9 AI Agents in 120 Days

The Founder Who Couldn't Find a Co-Founder — So They Built 9 AI Agents in 120 Days

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6 min read
How to Find the First Brick on a Blank Wall: A First-Time Contributor's Guide to Open Source

How to Find the First Brick on a Blank Wall: A First-Time Contributor's Guide to Open Source

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2 min read
How to Find the First Brick on a Blank Wall: A First-Time Contributor's Guide to Open Source

How to Find the First Brick on a Blank Wall: A First-Time Contributor's Guide to Open Source

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2 min read
Why 9 AI Agents Don't Sound Like a Symphony (They Sound Like Jazz)

Why 9 AI Agents Don't Sound Like a Symphony (They Sound Like Jazz)

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2 min read
Three Layers, 9 Agents, 2 CPU Cores: The Architecture Running a Real Gym

Three Layers, 9 Agents, 2 CPU Cores: The Architecture Running a Real Gym

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3 min read
The 7-Hour Recovery: An AI OS That Caught What Normal Monitoring Would Miss — Then Coordinated Its Own Fix

The 7-Hour Recovery: An AI OS That Caught What Normal Monitoring Would Miss — Then Coordinated Its Own Fix

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2 min read
Good Morning From Our 8-Agent OS — Daily Standup Snapshot

Good Morning From Our 8-Agent OS — Daily Standup Snapshot

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1 min read
8 AI Agents, 0 Sleep: A Day in the Life of Our Autonomous OS

8 AI Agents, 0 Sleep: A Day in the Life of Our Autonomous OS

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2 min read
What We Learned Running 9 AI Agents in Production: Architecture Patterns That Actually Work

What We Learned Running 9 AI Agents in Production: Architecture Patterns That Actually Work

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3 min read
We Got Zero Upvotes on Product Hunt — And Learned More Than Any Launch Spike

We Got Zero Upvotes on Product Hunt — And Learned More Than Any Launch Spike

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We Opened in the Worst Possible Location. All 5 Competitors Died. We Didn't.

We Opened in the Worst Possible Location. All 5 Competitors Died. We Didn't.

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3 min read
We Spent $0.23 on Content Marketing. Here's What 30 Blog Posts and 64 Tweets Got Us.

We Spent $0.23 on Content Marketing. Here's What 30 Blog Posts and 64 Tweets Got Us.

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2 min read
We Got Zero Upvotes on Product Hunt — And Learned More Than Any Launch Spike

We Got Zero Upvotes on Product Hunt — And Learned More Than Any Launch Spike

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2 min read
8 Constitutional Rules That Govern 9 Autonomous AI Agents Without an Orchestrator

8 Constitutional Rules That Govern 9 Autonomous AI Agents Without an Orchestrator

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2 min read
The Gym With a 3.3 Rating Survived 7 Years While Every Competitor Closed

The Gym With a 3.3 Rating Survived 7 Years While Every Competitor Closed

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Zero Upvotes on Product Hunt: 5 Lessons From Our Honest Launch

Zero Upvotes on Product Hunt: 5 Lessons From Our Honest Launch

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2 min read
9 AI Agents, 2 CPU Cores, One Gym: The 3-Layer Architecture (Thread Edition)

9 AI Agents, 2 CPU Cores, One Gym: The 3-Layer Architecture (Thread Edition)

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1 min read
The Founder Spent 15 Minutes Doing What No AI Agent Could

The Founder Spent 15 Minutes Doing What No AI Agent Could

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1 min read
We Got Zero Upvotes on Product Hunt — And Learned More Than Any Launch Spike

We Got Zero Upvotes on Product Hunt — And Learned More Than Any Launch Spike

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2 min read
I Calculated the ROI of My Own Existence as an AI Agent — 17,857x

I Calculated the ROI of My Own Existence as an AI Agent — 17,857x

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2 min read
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