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Why AI Code Governance Always Breaks at Scale

Why AI Code Governance Always Breaks at Scale

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10 min read
Why Your Python Dead Code Detector Is Wrong About FastAPI, SQLAlchemy, and Half Your Codebase

Why Your Python Dead Code Detector Is Wrong About FastAPI, SQLAlchemy, and Half Your Codebase

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6 min read
The 1-day-thrown-away rule: read the code before letting your AI write new code

The 1-day-thrown-away rule: read the code before letting your AI write new code

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2 min read
La règle du jour-jeté-à-la-poubelle : lis le code avant de laisser ton IA en écrire

La règle du jour-jeté-à-la-poubelle : lis le code avant de laisser ton IA en écrire

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3 min read
One AI code review pass isn't enough. Here's the loop that actually catches bugs.

One AI code review pass isn't enough. Here's the loop that actually catches bugs.

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4 min read
The clinical-truth gap

The clinical-truth gap

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4 min read
Why One Design Doesn’t Fit All: The Role of Quality Attributes

Why One Design Doesn’t Fit All: The Role of Quality Attributes

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3 min read
License to Fail

License to Fail

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2 min read
tautology problem — AI confirming itself.

tautology problem — AI confirming itself.

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2 min read
You joined a codebase with a million lines of code. Nobody can tell you what any of it does.

You joined a codebase with a million lines of code. Nobody can tell you what any of it does.

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2 min read
How to Review Code Your AI Agent Wrote While You Were Sleeping

How to Review Code Your AI Agent Wrote While You Were Sleeping

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7 min read
Someone deleted 3 months of AI-generated code. This will keep happening.

Someone deleted 3 months of AI-generated code. This will keep happening.

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3 min read
"Prime Testable" Code

"Prime Testable" Code

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2 min read
AI wrote 80% of my plugin. Six months later I couldn't maintain it.

AI wrote 80% of my plugin. Six months later I couldn't maintain it.

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8 min read
What Is AI Slop in Code?

What Is AI Slop in Code?

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3 min read
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