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Data Clumps

Data Clumps

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3 min read
Self-Review Your Diff With a Free Coding Model Before You Open the PR

Self-Review Your Diff With a Free Coding Model Before You Open the PR

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5 min read
The function you wrote last month is a third-party API

The function you wrote last month is a third-party API

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4 min read
Exclusion Lists Managed by Name Always Rot. Mark the Population Instead.

Exclusion Lists Managed by Name Always Rot. Mark the Population Instead.

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7 min read
The Codebase You Sit In Rubs Off On You

The Codebase You Sit In Rubs Off On You

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4 min read
The Executor-Plus-Gate Pattern: Why Cheap Models Need Stronger Verification

The Executor-Plus-Gate Pattern: Why Cheap Models Need Stronger Verification

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2 min read
An AI's “Done” Can't Be Trusted — Quality Gates That Stop False Completion With Evidence

An AI's “Done” Can't Be Trusted — Quality Gates That Stop False Completion With Evidence

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6 min read
When Generation Outruns Review: Add an Explanation Gate to Every Pull Request

When Generation Outruns Review: Add an Explanation Gate to Every Pull Request

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6 min read
Low-Code vs High-Code Development: What Should Developers Choose in 2026?

Low-Code vs High-Code Development: What Should Developers Choose in 2026?

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10 min read
Fixing the Proxy Deleted the Objective: The Style Review Removed a CTA and Every Accuracy Gate Passed

Fixing the Proxy Deleted the Objective: The Style Review Removed a CTA and Every Accuracy Gate Passed

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7 min read
No. 02 / 50 - Prompt - copy - paste - works. Until it doesn’t.

No. 02 / 50 - Prompt - copy - paste - works. Until it doesn’t.

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2 min read
You Can't Fix A Bug With A Prompt

You Can't Fix A Bug With A Prompt

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3 min read
We Measured AI Code Drift Across 5 Tools and 210 Components. Frequency Alone Lied to Us.

We Measured AI Code Drift Across 5 Tools and 210 Components. Frequency Alone Lied to Us.

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4 min read
Refactor Was Always Where Compounding Lived

Refactor Was Always Where Compounding Lived

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9 min read
Single Responsibility: the rule was never the argument

Single Responsibility: the rule was never the argument

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2 min read
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