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The Hidden Layer: Why Every Verification System Needs to Check Its Validator First

The Hidden Layer: Why Every Verification System Needs to Check Its Validator First

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6 min read
Inherited Codebase Checklist for Freelancers and Agencies

Inherited Codebase Checklist for Freelancers and Agencies

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2 min read
Securing AI Generated Code: You Ship It, You Own It

Securing AI Generated Code: You Ship It, You Own It

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8 min read
AI Didn't Invent Slop. It Only Made It Infinite.

The shift from writing to vetting code

AI Didn't Invent Slop. It Only Made It Infinite.

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10 min read
100k lines of AI-ported Rust nobody can review is not an achievement

100k lines of AI-ported Rust nobody can review is not an achievement

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3 min read
The Codebase Is the Prompt

Links code regularity to model perplexity

The Codebase Is the Prompt

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5 min read
My AI Wrote Code That Passed Every Test and Was Still Wrong

My AI Wrote Code That Passed Every Test and Was Still Wrong

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4 min read
How to Audit a Laravel Codebase You've Inherited

How to Audit a Laravel Codebase You've Inherited

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16 min read
The Java reordering tool I wanted for years, so I finally built it

The Java reordering tool I wanted for years, so I finally built it

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9 min read
Constraint Decay: Why Your AI Coding Agent Passes Tests But Breaks Production

Constraint Decay: Why Your AI Coding Agent Passes Tests But Breaks Production

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9 min read
E-E-A-T: Google's quality framework explained

E-E-A-T: Google's quality framework explained

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54 min read
YMYL: when Google holds you to higher standards

YMYL: when Google holds you to higher standards

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30 min read
Sloppification Is The New Obfuscation

Sloppification Is The New Obfuscation

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4 min read
In case of failure

In case of failure

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1 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
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