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Census the Names a Function Reads Before You Extract It

Census the Names a Function Reads Before You Extract It

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5 min read
Temperature 0 or Five Samples? A Debate Over Reproducible Agent SQL Drafts

Temperature 0 or Five Samples? A Debate Over Reproducible Agent SQL Drafts

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5 min read
Letter to Pre-Loop-Me: Build the Token Ledger Before the Agent Runs

Letter to Pre-Loop-Me: Build the Token Ledger Before the Agent Runs

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5 min read
One Question, Three Dead Ends, One Exit Table: A Pairing Session on Free-Tier Infrastructure

One Question, Three Dead Ends, One Exit Table: A Pairing Session on Free-Tier Infrastructure

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6 min read
The Spike Clock Is an Instrument

The Spike Clock Is an Instrument

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5 min read
Free Model Lanes Need an Expiry Date: A Trial Ledger With Kill Criteria

Free Model Lanes Need an Expiry Date: A Trial Ledger With Kill Criteria

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6 min read
The Take-Home Grader Nobody Has to Babysit

The Take-Home Grader Nobody Has to Babysit

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5 min read
The Chatbot Refunded Twice. The Retry Looked Successful

The Chatbot Refunded Twice. The Retry Looked Successful

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4 min read
When Kraken Adds Two CSV Columns: Why a Crypto Tax Importer Should Refuse to Guess

When Kraken Adds Two CSV Columns: Why a Crypto Tax Importer Should Refuse to Guess

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4 min read
A Count-In Belongs at the Start, Not Every Loop Boundary

A Count-In Belongs at the Start, Not Every Loop Boundary

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2 min read
A Frozen Test Can't Justify a Patch: Lease-Bound Freezes and Witnessed Properties for Agent Patches

A Frozen Test Can't Justify a Patch: Lease-Bound Freezes and Witnessed Properties for Agent Patches

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6 min read
Freeze the Export Surface Before a Messy Refactor: A Manifest Gate in Python

Freeze the Export Surface Before a Messy Refactor: A Manifest Gate in Python

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6 min read
Five Fail-Closed Gates, One Script: Rehearse Your AI Feature on a Free Tier First

Five Fail-Closed Gates, One Script: Rehearse Your AI Feature on a Free Tier First

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5 min read
Capacity You Haven't Measured Is Capacity You Don't Have

Capacity You Haven't Measured Is Capacity You Don't Have

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5 min read
What good Gherkin looks like, and the four ways it goes wrong

What good Gherkin looks like, and the four ways it goes wrong

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2 min read
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