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# codequality

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The Bus Factor Is a Lie — and What to Measure Instead

The Bus Factor Is a Lie — and What to Measure Instead

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5 min read
Beyond 'any': Mastering TypeScript's Utility Types for Cleaner and Safer Code

Beyond 'any': Mastering TypeScript's Utility Types for Cleaner and Safer Code

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7 min read
Why we use proptest and Kani in kcore

Why we use proptest and Kani in kcore

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2 min read
Code That Lasts: Mastering Software Design Principles (with Golang)

Code That Lasts: Mastering Software Design Principles (with Golang)

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5 min read
Vibe Coding Tech Debt: How to Audit and Refactor AI-Generated Code Before It Destroys Your Codebase [2026]

Vibe Coding Tech Debt: How to Audit and Refactor AI-Generated Code Before It Destroys Your Codebase [2026]

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6 min read
XSLT validator online: catch errors before running your transform

XSLT validator online: catch errors before running your transform

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2 min read
Why One Should Read AI-Generated Code With Intent

Why One Should Read AI-Generated Code With Intent

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4 min read
Why AI-Generated Code Is Always Good Enough — And Never Great

The hidden friction of missing intent

Why AI-Generated Code Is Always Good Enough — And Never Great

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6 min read
Vibe Coding Just Failed Its First Real Audit

Vibe Coding Just Failed Its First Real Audit

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8 min read
I built an open code health benchmark for any GitHub repo

I built an open code health benchmark for any GitHub repo

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2 min read
I built a repo structural audit — bus factor, churn, god files, dependency rot, gap analysis

I built a repo structural audit — bus factor, churn, god files, dependency rot, gap analysis

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2 min read
AI coding assistants are making juniors worse and seniors lazier

AI coding assistants are making juniors worse and seniors lazier

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3 min read
The Role of QA in the New AI SDLC

The Role of QA in the New AI SDLC

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7 min read
George Hotz is right. Coding agents are producing an ocean of slop.

George Hotz is right. Coding agents are producing an ocean of slop.

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3 min read
AI-Generated Code Quality Is Collapsing: The Silent Crisis Nobody Wants to Talk About [2026]

AI-Generated Code Quality Is Collapsing: The Silent Crisis Nobody Wants to Talk About [2026]

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7 min read
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