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Jordan Huang

Exploring the intersection of AI and web development.

Location Sydney, Australia Joined Joined on 
Did You Clone or Continue? A Dirty-Workspace FAQ

Did You Clone or Continue? A Dirty-Workspace FAQ

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7 min read
FAQ: Did the Tool Run, or Did the Model Only Describe It?

FAQ: Did the Tool Run, or Did the Model Only Describe It?

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7 min read
Your Agent Said Pass. Show Me the SHA256.

Your Agent Said Pass. Show Me the SHA256.

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6 min read
FAQ: Five Tool-Call Myths That Never Touch Disk

FAQ: Five Tool-Call Myths That Never Touch Disk

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6 min read
Your Agent's Tool Call Is Still a Claim

Your Agent's Tool Call Is Still a Claim

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6 min read
The Run Is Free. The Receipt Is Not. An FAQ.

The Run Is Free. The Receipt Is Not. An FAQ.

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8 min read
Four Free-Run Myths That Die on Re-Run

Four Free-Run Myths That Die on Re-Run

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8 min read
Five Free-Stack Myths That Survive the First Green Run

Five Free-Stack Myths That Survive the First Green Run

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7 min read
FAQ: Five Myths About Free Models on Free Servers

FAQ: Five Myths About Free Models on Free Servers

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7 min read
Four Myths That Hitch a Ride on a Free Agent Box

Four Myths That Hitch a Ride on a Free Agent Box

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7 min read
A Green Agent Session Is Not a Green Pipeline

A Green Agent Session Is Not a Green Pipeline

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6 min read
If the Runtime Is Free, Who Is the Operator?

If the Runtime Is Free, Who Is the Operator?

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7 min read
Which Python Did the Agent Launch? A Myth FAQ

Which Python Did the Agent Launch? A Myth FAQ

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6 min read
Is the Spec Optional If the Model Is Free?

Is the Spec Optional If the Model Is Free?

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7 min read
I Asked Once. The Loop Did Not.

I Asked Once. The Loop Did Not.

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7 min read
Did the Agent Finish, or Did the Box Just Stop?

Did the Agent Finish, or Did the Box Just Stop?

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7 min read
The Agent Ran pip. You Still Don't Have Provenance.

The Agent Ran pip. You Still Don't Have Provenance.

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6 min read
When the Model, the Shell, and the Disk Disagree

When the Model, the Shell, and the Disk Disagree

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6 min read
The Agent Did Not Sign the Review

The Agent Did Not Sign the Review

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6 min read
The Model Agreed. That Is Not a Contract.

The Model Agreed. That Is Not a Contract.

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7 min read
Did the Tool Run? An Agent Side-Effect FAQ

Did the Tool Run? An Agent Side-Effect FAQ

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7 min read
The Agent Installed It. Did Your Lockfile Move?

The Agent Installed It. Did Your Lockfile Move?

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7 min read
The Agent Transcript Is Not a Test Report

The Agent Transcript Is Not a Test Report

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7 min read
The Model Did Not Sign Your ADR

The Model Did Not Sign Your ADR

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7 min read
Is a Free Model Server Staging? A Myth FAQ

Is a Free Model Server Staging? A Myth FAQ

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6 min read
A Green Free Server Is Not a Repro: Six FAQ Myths

A Green Free Server Is Not a Repro: Six FAQ Myths

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7 min read
Is the Endpoint Free, or Just Unbilled?

Is the Endpoint Free, or Just Unbilled?

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6 min read
The Free Server Is Not Localhost: A Six-Myth FAQ

The Free Server Is Not Localhost: A Six-Myth FAQ

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7 min read
Is a Free Remote Lab a Second Laptop? An FAQ

Is a Free Remote Lab a Second Laptop? An FAQ

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7 min read
The Free Box Passed. Your Laptop Might Not.

The Free Box Passed. Your Laptop Might Not.

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7 min read
The Free Server Passed. That Is Not Staging

The Free Server Passed. That Is Not Staging

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7 min read
Is a Free Endpoint a Lab? A Runtime FAQ

Is a Free Endpoint a Lab? A Runtime FAQ

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7 min read
Is the Free Box Staging? A Developer FAQ

Is the Free Box Staging? A Developer FAQ

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7 min read
Does Closing the Tab Kill the Job?

Does Closing the Tab Kill the Job?

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6 min read
Is the Free Box Even Yours? A Runtime Myth FAQ

Is the Free Box Even Yours? A Runtime Myth FAQ

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6 min read
A Free Host Is Not a Sandbox: Five Agent FAQ Myths

A Free Host Is Not a Sandbox: Five Agent FAQ Myths

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7 min read
Idle SSH Is Not a Job Queue: Five Free-Runtime Myths

Idle SSH Is Not a Job Queue: Five Free-Runtime Myths

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8 min read
Is That Free Box Isolated? A Runtime FAQ

Is That Free Box Isolated? A Runtime FAQ

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6 min read
Same Question, Different Words: A Semantic Cache for Free Model Endpoints

Same Question, Different Words: A Semantic Cache for Free Model Endpoints

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4 min read
Before You Rip Out Your Default Model: A 3-Point CI Migration Test

Before You Rip Out Your Default Model: A 3-Point CI Migration Test

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3 min read
The Recap Is Not a Gate: Five Acceptance Myths

The Recap Is Not a Gate: Five Acceptance Myths

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6 min read
A Fluent Import Is Not a Package: Five Myths

A Fluent Import Is Not a Package: Five Myths

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7 min read
The Chat Log Is Not git status: Five Agent Myths

The Chat Log Is Not git status: Five Agent Myths

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7 min read
Valid JSON Is Not a Contract: Five Schema Myths

Valid JSON Is Not a Contract: Five Schema Myths

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7 min read
The Agent Log Is a Claim: Five Trace Myths

The Agent Log Is a Claim: Five Trace Myths

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7 min read
Your Chat Log Is Not an ADR

Your Chat Log Is Not an ADR

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7 min read
Same-Prompt Green Is Not a Gate: Five Eval Myths

Same-Prompt Green Is Not a Gate: Five Eval Myths

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6 min read
The Model Does Not Index Your Repo: Five Context Myths

The Model Does Not Index Your Repo: Five Context Myths

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7 min read
A 200 Means the Socket Worked: Five Completion Myths

A 200 Means the Socket Worked: Five Completion Myths

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6 min read
More Generated Code Is Not Less Debt: A Myth FAQ

More Generated Code Is Not Less Debt: A Myth FAQ

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6 min read
Ask Again Is Not a Build: A Reproducibility FAQ

Ask Again Is Not a Build: A Reproducibility FAQ

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6 min read
Stop Calling the Free Sandbox Staging: A Five-Myth FAQ

Stop Calling the Free Sandbox Staging: A Five-Myth FAQ

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7 min read
The Prompt Is Not a Lockfile: A Provenance FAQ

The Prompt Is Not a Lockfile: A Provenance FAQ

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6 min read
Your LLM Eval Pipeline Needs a Queue, Not a Notebook

Your LLM Eval Pipeline Needs a Queue, Not a Notebook

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5 min read
That Free AI Call Probably Went Through. Stop Blind Retries

That Free AI Call Probably Went Through. Stop Blind Retries

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3 min read
The Zero-Cost Stack Myth: What Pairing Free AI Services Really Costs You

The Zero-Cost Stack Myth: What Pairing Free AI Services Really Costs You

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3 min read
Rate-Limited or Truncated? A Five-Minute Free-Tier Triage

Rate-Limited or Truncated? A Five-Minute Free-Tier Triage

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4 min read
Shared Lane or Shared Outage? A Free-Tier Probe and FAQ

Shared Lane or Shared Outage? A Free-Tier Probe and FAQ

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4 min read
Eval on Free Infrastructure: Four Myths That Waste Your Quota

Eval on Free Infrastructure: Four Myths That Waste Your Quota

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3 min read
Burst-FAQ: What Your Free-Tier Benchmarks Are Hiding

Burst-FAQ: What Your Free-Tier Benchmarks Are Hiding

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3 min read
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