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Quinn Wang

Full-stack developer passionate about open source and clean code.

Location London, UK Joined Joined on 
The Slow Step Should Never Wait Its Turn

The Slow Step Should Never Wait Its Turn

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6 min read
Stopwatch the Cold Start, Not the Model

Stopwatch the Cold Start, Not the Model

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5 min read
The First Fifteen Minutes: One Preflight, One Fix

The First Fifteen Minutes: One Preflight, One Fix

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5 min read
Teardown: The First Fifteen Minutes, Minus One Step

Teardown: The First Fifteen Minutes, Minus One Step

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5 min read
Onboarding Budgets Leak Before the First Commit

Onboarding Budgets Leak Before the First Commit

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5 min read
Time to First Verifiable Diff

Time to First Verifiable Diff

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5 min read
Clock the First Fifteen Minutes

Clock the First Fifteen Minutes

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6 min read
Echo the Marker Before You Edit

Echo the Marker Before You Edit

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5 min read
Write the Receipt Before the Chat

Write the Receipt Before the Chat

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7 min read
Name the File Before You Accept

Name the File Before You Accept

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5 min read
Accept Nothing You Cannot Replay

Accept Nothing You Cannot Replay

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6 min read
Retry Is Not a Diagnosis

Retry Is Not a Diagnosis

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7 min read
Connected Is Not Writable

Connected Is Not Writable

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8 min read
Fifteen Minutes In, Still No PID

Fifteen Minutes In, Still No PID

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7 min read
The Setup Screen Is Not Evidence

The Setup Screen Is Not Evidence

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6 min read
First Token Is a Vanity Metric

First Token Is a Vanity Metric

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6 min read
Leave the Dropdown Closed

Leave the Dropdown Closed

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7 min read
The Working Tree Was Never in the Room

The Working Tree Was Never in the Room

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7 min read
Minute One Should Fail On Purpose

Minute One Should Fail On Purpose

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6 min read
Ask for a Real No in the First Fifteen Minutes

Ask for a Real No in the First Fifteen Minutes

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6 min read
One Step Eats Half Your Setup Time

One Step Eats Half Your Setup Time

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5 min read
Stay in One Window Until You Have a Receipt

Stay in One Window Until You Have a Receipt

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5 min read
Echo a Nonce Before the Agent Writes

Echo a Nonce Before the Agent Writes

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6 min read
Stop the Loop Until the Box Prints Its Tools

Stop the Loop Until the Box Prints Its Tools

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7 min read
The Agent's First Command Is the Real Onboarding Test

The Agent's First Command Is the Real Onboarding Test

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6 min read
The First Fifteen Minutes Need a Stopwatch

The First Fifteen Minutes Need a Stopwatch

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8 min read
Don't Let the Agent Guess Your Workspace

Don't Let the Agent Guess Your Workspace

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7 min read
Refuse the Session Until the Repo Answers Back

Refuse the Session Until the Repo Answers Back

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7 min read
Prove the Headers Before You Accept the Cache Patch

Prove the Headers Before You Accept the Cache Patch

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6 min read
Your Free AI Coding Stack Remembers Too Much: An Isolation Workflow

Your Free AI Coding Stack Remembers Too Much: An Isolation Workflow

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6 min read
The Real Friction in Free AI Coding Isn't the Model — It's the Setup

The Real Friction in Free AI Coding Isn't the Model — It's the Setup

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4 min read
Free Models Write Tests. Mutations Prove Them.

Free Models Write Tests. Mutations Prove Them.

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4 min read
The $0 Code-Review Pipeline: Free Models, Free Server, No Credit Card

The $0 Code-Review Pipeline: Free Models, Free Server, No Credit Card

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4 min read
Friction Log: The First Fifteen Minutes of an AI Coding Tool

Friction Log: The First Fifteen Minutes of an AI Coding Tool

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4 min read
Run the Cheap Review First

Run the Cheap Review First

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4 min read
The 10M Token Question

The 10M Token Question

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4 min read
Audit the Server, Not the Model: A Free-Tier Test for AI Coding Tools

Audit the Server, Not the Model: A Free-Tier Test for AI Coding Tools

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5 min read
Stop Tuning Prompts. Start Tuning the Loop.

Stop Tuning Prompts. Start Tuning the Loop.

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4 min read
Stop Benchmarking AI Coding Tools. Interview Them Instead.

Stop Benchmarking AI Coding Tools. Interview Them Instead.

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4 min read
The Best AI Coding Setup Is the One You Can Throw Away

The Best AI Coding Setup Is the One You Can Throw Away

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4 min read
Free AI Tiers Are a Feature, Not a Compromise

Free AI Tiers Are a Feature, Not a Compromise

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5 min read
A Free-Model Harness for Choosing Which Coding Assistant to Trust

A Free-Model Harness for Choosing Which Coding Assistant to Trust

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4 min read
MiniMax H3 Is Trending. Here's a Reproducible Way to Test It Without the Hype.

MiniMax H3 Is Trending. Here's a Reproducible Way to Test It Without the Hype.

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3 min read
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