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Jordan Huang

Exploring the intersection of AI and web development.

Location Sydney, Australia Joined Joined on 
FAQ: A GitLab Stopwatch Job Is Not an API Test

FAQ: A GitLab Stopwatch Job Is Not an API Test

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6 min read
FAQ: Five Myths About Treating a Scratch Box as CI

FAQ: Five Myths About Treating a Scratch Box as CI

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6 min read
Which GitLab Job Went Green? Scratch-Box Myths

Which GitLab Job Went Green? Scratch-Box Myths

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7 min read
FAQ: Five Myths About Treating a Free Box Like a Runner

FAQ: Five Myths About Treating a Free Box Like a Runner

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7 min read
Four Stages, Zero needs: Reconstruct the GitLab DAG Before You Merge

Four Stages, Zero needs: Reconstruct the GitLab DAG Before You Merge

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8 min read
FAQ: The Free Agent Host Cannot Hold CI_JOB_TOKEN

FAQ: The Free Agent Host Cannot Hold CI_JOB_TOKEN

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6 min read
FAQ: Five Myths About Fixing GitLab CI in a Chat

FAQ: Five Myths About Fixing GitLab CI in a Chat

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5 min read
The Scratch Box Hit Cache. GitLab Still Rebuilt.

The Scratch Box Hit Cache. GitLab Still Rebuilt.

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7 min read
The Agent Wrote YAML. GitLab Still Has to Compile It.

The Agent Wrote YAML. GitLab Still Has to Compile It.

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8 min read
The Agent Rewrote Your Tests. Did the Contract Survive?

The Agent Rewrote Your Tests. Did the Contract Survive?

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6 min read
FAQ: Five Myths About Agent Tests Replacing GitLab CI

FAQ: Five Myths About Agent Tests Replacing GitLab CI

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7 min read
FAQ: The Agent Graded Its Own Homework

FAQ: The Agent Graded Its Own Homework

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6 min read
Your Clone Throws KeyError. Harvest getenv From the AST.

Your Clone Throws KeyError. Harvest getenv From the AST.

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8 min read
FAQ: Five Myths About Agent-Run Tests

FAQ: Five Myths About Agent-Run Tests

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7 min read
FAQ: Five Myths About Letting the Agent Approve the Diff

FAQ: Five Myths About Letting the Agent Approve the Diff

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7 min read
FAQ: Who Owns the Assertions the Agent Just Wrote?

FAQ: Who Owns the Assertions the Agent Just Wrote?

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6 min read
FAQ: Five Eval Claims Your Free-Model Trace Cannot Support

FAQ: Five Eval Claims Your Free-Model Trace Cannot Support

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6 min read
The Model Replied. That Is Not a Job Receipt

The Model Replied. That Is Not a Job Receipt

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7 min read
FAQ: Your Free Server Closed. What Actually Shipped?

FAQ: Your Free Server Closed. What Actually Shipped?

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7 min read
FAQ: Five Myths About the Agent's Remote Shell

FAQ: Five Myths About the Agent's Remote Shell

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7 min read
FAQ: A Free Session Is Not a Build Receipt

FAQ: A Free Session Is Not a Build Receipt

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7 min read
FAQ: Five Myths About Promoting Code Off a Free Agent Box

FAQ: Five Myths About Promoting Code Off a Free Agent Box

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5 min read
FAQ: What a Free Agent Session Does Not Prove

FAQ: What a Free Agent Session Does Not Prove

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7 min read
FAQ: A Sandbox Build Is Not a Release Receipt

FAQ: A Sandbox Build Is Not a Release Receipt

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7 min read
Lock Collation Before You Merge a Generated Concat Step

Lock Collation Before You Merge a Generated Concat Step

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7 min read
The Agent Wrote Tests. Did Anything Actually Run?

The Agent Wrote Tests. Did Anything Actually Run?

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6 min read
A Green Install Is Not a Pin: Five Dependency Myths

A Green Install Is Not a Pin: Five Dependency Myths

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7 min read
FAQ: Five Myths About Tests the Agent Wrote for Itself

FAQ: Five Myths About Tests the Agent Wrote for Itself

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7 min read
Agent stdout Is Not Your Test Plan

Agent stdout Is Not Your Test Plan

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6 min read
A Successful Import Is Not a Runtime Receipt

A Successful Import Is Not a Runtime Receipt

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7 min read
Did That Scratch Host Start Empty? Five Myths to Kill

Did That Scratch Host Start Empty? Five Myths to Kill

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7 min read
FAQ: Five Myths About "The Agent Session Finished"

FAQ: Five Myths About "The Agent Session Finished"

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6 min read
Your Agent Did Not Inherit Your Laptop PATH

Your Agent Did Not Inherit Your Laptop PATH

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7 min read
FAQ: Five Myths About Green Builds on a Free Agent Host

FAQ: Five Myths About Green Builds on a Free Agent Host

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6 min read
FAQ: Four Myths About Proof on a Disposable Server

FAQ: Four Myths About Proof on a Disposable Server

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6 min read
FAQ: Five Myths About "Free Model, No Host Needed"

FAQ: Five Myths About "Free Model, No Host Needed"

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5 min read
FAQ: Five Myths About Green Commands on a Scratch Host

FAQ: Five Myths About Green Commands on a Scratch Host

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6 min read
FAQ: Five Myths About "It Worked on the Free Host"

FAQ: Five Myths About "It Worked on the Free Host"

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7 min read
FAQ: Five Myths About "The Tool Call Succeeded"

FAQ: Five Myths About "The Tool Call Succeeded"

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6 min read
FAQ: Five Myths About Shipping From a Free Agent Host

FAQ: Five Myths About Shipping From a Free Agent Host

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7 min read
FAQ: Five Myths About Free Models and Throwaway Hosts

FAQ: Five Myths About Free Models and Throwaway Hosts

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6 min read
FAQ: Five Myths About Agent Hangs and Silent TTYs

FAQ: Five Myths About Agent Hangs and Silent TTYs

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7 min read
FAQ: Four Myths About the Model Owning Host State

FAQ: Four Myths About the Model Owning Host State

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5 min read
FAQ: Five Myths About Secrets, Lockfiles, and Agent Hosts

FAQ: Five Myths About Secrets, Lockfiles, and Agent Hosts

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7 min read
FAQ: Five Myths About 'The Agent Installed the Deps'

FAQ: Five Myths About 'The Agent Installed the Deps'

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7 min read
FAQ: Four Myths About "pytest Already Passed" in an Agent Loop

FAQ: Four Myths About "pytest Already Passed" in an Agent Loop

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6 min read
FAQ: Five Myths About Agent-Installed Dependencies

FAQ: Five Myths About Agent-Installed Dependencies

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6 min read
FAQ: Five Myths About 'The Model Already Saw the Repo'

FAQ: Five Myths About 'The Model Already Saw the Repo'

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7 min read
FAQ: Five Myths About Replaying an Agent Run

FAQ: Five Myths About Replaying an Agent Run

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7 min read
FAQ: Five Myths About Agent CWD and Leftover Disk

FAQ: Five Myths About Agent CWD and Leftover Disk

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8 min read
FAQ: Four Myths About 'It Passed on the Agent Host'

FAQ: Four Myths About 'It Passed on the Agent Host'

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6 min read
FAQ: Five Myths About a Free Remote Dev Box

FAQ: Five Myths About a Free Remote Dev Box

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6 min read
FAQ: Path Myths Your Agent Loop Still Believes

FAQ: Path Myths Your Agent Loop Still Believes

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5 min read
FAQ: Five Myths About Matching Your Laptop to an Agent Server

FAQ: Five Myths About Matching Your Laptop to an Agent Server

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6 min read
FAQ: Four Myths About Where the Agent Command Ran

FAQ: Four Myths About Where the Agent Command Ran

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7 min read
FAQ: Five Myths About Agent State on a Remote Server

FAQ: Five Myths About Agent State on a Remote Server

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7 min read
FAQ: Five Myths About Treating a Free Agent Box Like Your Laptop

FAQ: Five Myths About Treating a Free Agent Box Like Your Laptop

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7 min read
FAQ: Five Myths About Agent-Reported Test Passes

FAQ: Five Myths About Agent-Reported Test Passes

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5 min read
Retry Is Not a Reset: Four Myths About Duplicate Side Effects in Agent Loops

Retry Is Not a Reset: Four Myths About Duplicate Side Effects in Agent Loops

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5 min read
Retries Are Not Free: Measuring Duplicate Side Effects in an Agent Loop

Retries Are Not Free: Measuring Duplicate Side Effects in an Agent Loop

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5 min read
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