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# codequality

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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
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
Deterministic by design: code review without an LLM

Deterministic by design: code review without an LLM

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5 min read
Borrow Checker Wins: Eliminating Races Before They Exist

Borrow Checker Wins: Eliminating Races Before They Exist

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6 min read
The Bugs AI Writes: Five Patterns That Show Up in AI-Generated Code

The Bugs AI Writes: Five Patterns That Show Up in AI-Generated Code

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3 min read
Clean Architecture

Clean Architecture

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4 min read
Copilot ajuda muito, mas você continua 100% responsável pelo seu código .NET

Copilot ajuda muito, mas você continua 100% responsável pelo seu código .NET

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3 min read
The High Interest on the AI Loan: Why "Vibe Coding" is a Maintenance Nightmare

The High Interest on the AI Loan: Why "Vibe Coding" is a Maintenance Nightmare

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3 min read
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