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The enum had six reasons and the code needed a seventh

The enum had six reasons and the code needed a seventh

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4 min read
I Freaking Love Breaking My Own Software

I Freaking Love Breaking My Own Software

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3 min read
Feed Your Worst Test to a Free Model

Feed Your Worst Test to a Free Model

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3 min read
"I don't know" is a state your UI probably doesn't have

"I don't know" is a state your UI probably doesn't have

1
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6 min read
CodeVetter vs CodeRabbit: review guidance or verification evidence?

CodeVetter vs CodeRabbit: review guidance or verification evidence?

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2 min read
2026 Trends: AI-Driven Software Testing Stats, Tools & ROI

2026 Trends: AI-Driven Software Testing Stats, Tools & ROI

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5 min read
What stops your agent shipping garbage?

What stops your agent shipping garbage?

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4 min read
Your fake binary on PATH does not survive sudo, and the test does the real thing instead of failing

Your fake binary on PATH does not survive sudo, and the test does the real thing instead of failing

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5 min read
I Built a Security Linter for AI-Generated Code, Here Is What I Found in a Real Production Codebase

I Built a Security Linter for AI-Generated Code, Here Is What I Found in a Real Production Codebase

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2 min read
The Textbook Says Grade Binary. I Grade in Four. Was I Wrong the Whole Time?

The Textbook Says Grade Binary. I Grade in Four. Was I Wrong the Whole Time?

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4 min read
MCP C# Per-Request Client Capabilities: Read the Request, Not the Server

MCP C# Per-Request Client Capabilities: Read the Request, Not the Server

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4 min read
The patch and the test were wrong in the same direction

The patch and the test were wrong in the same direction

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7 min read
Benchmark a Free AI Coding Tier on a Cold Server

Benchmark a Free AI Coding Tier on a Cold Server

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4 min read
Migration Diary: Benchmarking Your AI Reviewer Before a Free-Tier Cutover

Migration Diary: Benchmarking Your AI Reviewer Before a Free-Tier Cutover

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5 min read
Golden Sets Are the Unit Tests Your LLM Feature Never Had

Golden Sets Are the Unit Tests Your LLM Feature Never Had

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4 min read
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