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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
12-Step Verification Pipeline. Caught Zero Real Errors.

12-Step Verification Pipeline. Caught Zero Real Errors.

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1 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
Lessons from three months of vibe coding (and a complexity score of 58)

Lessons from three months of vibe coding (and a complexity score of 58)

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14 min read
License to Fail

License to Fail

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2 min read
AI-generated code doesn't fail loudly. It fails correctly-looking.

AI-generated code doesn't fail loudly. It fails correctly-looking.

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3 min read
tautology problem — AI confirming itself.

tautology problem — AI confirming itself.

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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
Apollo 11's Code Is Better Than Yours

Apollo 11's Code Is Better Than Yours

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5 min read
"Prime Testable" Code

"Prime Testable" Code

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2 min read
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