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Jordan Huang

Exploring the intersection of AI and web development.

Location Sydney, Australia Joined Joined on 
FAQ: A Free Shell Run Is Not a Toolchain Pin

FAQ: A Free Shell Run Is Not a Toolchain Pin

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6 min read
I Do Not Trust a Free Bench With CI Secrets

I Do Not Trust a Free Bench With CI Secrets

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6 min read
Pin the Digest Your GitLab Job Pulled, Not the Tag You Remember

Pin the Digest Your GitLab Job Pulled, Not the Tag You Remember

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7 min read
FAQ: A Free Shell Pass Is Not Runner Parity

FAQ: A Free Shell Pass Is Not Runner Parity

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8 min read
FAQ: A Free Shell Is Not a Registered Runner

FAQ: A Free Shell Is Not a Registered Runner

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7 min read
Happy Exit Code, Empty Gate: Five CI Myths

Happy Exit Code, Empty Gate: Five CI Myths

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9 min read
FAQ: A Green Lint Is Not Your Merge Gate

FAQ: A Green Lint Is Not Your Merge Gate

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8 min read
FAQ: A Model Comment Is Not a CODEOWNERS Approval

FAQ: A Model Comment Is Not a CODEOWNERS Approval

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7 min read
FAQ: Generated YAML Is Not a Pipeline Graph

FAQ: Generated YAML Is Not a Pipeline Graph

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7 min read
FAQ: A Pasted Hunk Is Not a Commit Object

FAQ: A Pasted Hunk Is Not a Commit Object

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7 min read
FAQ: A YAML Sketch Is Not Your Pipeline Contract

FAQ: A YAML Sketch Is Not Your Pipeline Contract

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8 min read
FAQ: An AI Note Job Is Not a GitLab Environment

FAQ: An AI Note Job Is Not a GitLab Environment

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7 min read
FAQ: A Free Server Is Not Your Review App

FAQ: A Free Server Is Not Your Review App

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8 min read
FAQ: A Desk Checkout Is Not the Pipeline Snapshot

FAQ: A Desk Checkout Is Not the Pipeline Snapshot

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7 min read
FAQ: A Free Shell Is Not Your GitLab Runner

FAQ: A Free Shell Is Not Your GitLab Runner

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7 min read
FAQ: A Welcome Credit Is Not a CI Model Pin

FAQ: A Welcome Credit Is Not a CI Model Pin

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8 min read
FAQ: A GitLab Job Log Is Not a Model Prompt

FAQ: A GitLab Job Log Is Not a Model Prompt

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8 min read
FAQ: A Green Trigger Job Is Not the Child Pipeline

FAQ: A Green Trigger Job Is Not the Child Pipeline

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6 min read
FAQ: Your Agent Did Not Replay That GitLab Job

FAQ: Your Agent Did Not Replay That GitLab Job

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6 min read
FAQ: GitLab Cache Never Uploaded Your Build

FAQ: GitLab Cache Never Uploaded Your Build

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7 min read
The CI Lint Passed. GitLab Still Opened Two Pipelines.

The CI Lint Passed. GitLab Still Opened Two Pipelines.

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7 min read
FAQ: Green Pytest Is Not the GitLab MR Widget

FAQ: Green Pytest Is Not the GitLab MR Widget

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6 min read
FAQ: The CI Lint API Never Saw Your Merge Request

FAQ: The CI Lint API Never Saw Your Merge Request

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6 min read
Cite or It Didn't Happen: Line-Pinned Claims for Model-Assisted CI Triage

Cite or It Didn't Happen: Line-Pinned Claims for Model-Assisted CI Triage

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4 min read
Push Green, MR Red: Five GitLab Pipeline Myths

Push Green, MR Red: Five GitLab Pipeline Myths

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6 min read
FAQ: Five Myths About a Linted GitLab Pipeline

FAQ: Five Myths About a Linted GitLab Pipeline

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7 min read
FAQ: What GitLab `rules:changes` Actually Compared

FAQ: What GitLab `rules:changes` Actually Compared

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6 min read
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
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