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The Real Cost of AI-Generated Code Nobody Talks About: Maintenance

The Real Cost of AI-Generated Code Nobody Talks About: Maintenance

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5 min read
Code Review From the Terminal and CI, No MCP Client Required

Code Review From the Terminal and CI, No MCP Client Required

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2 min read
Team-Shared Code Review Rules for Your MCP AI Assistant

Team-Shared Code Review Rules for Your MCP AI Assistant

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2 min read
We asked ten agents for a test that must go red. Five wrote one that could not.

We asked ten agents for a test that must go red. Five wrote one that could not.

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8 min read
My Free-Server Loop for Reviewing AI Refactors (and the First Thing It Broke)

My Free-Server Loop for Reviewing AI Refactors (and the First Thing It Broke)

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4 min read
Vim-Fu

Vim-Fu

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2 min read
A Free Model Answer Is a Hypothesis. Give It an Error Budget Before It Reaches Main.

A Free Model Answer Is a Hypothesis. Give It an Error Budget Before It Reaches Main.

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4 min read
What does a QA Engineer do

What does a QA Engineer do

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10 min read
It's Almost Like You Need an Actual Programmer

It's Almost Like You Need an Actual Programmer

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3 min read
The New Technical Debt

The New Technical Debt

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4 min read
Stop Asking Coding Models to Write Code. Test Whether They Can Review a Patch

Stop Asking Coding Models to Write Code. Test Whether They Can Review a Patch

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5 min read
Self-Review Your Diff With a Free Coding Model Before You Open the PR

Self-Review Your Diff With a Free Coding Model Before You Open the PR

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5 min read
The Codebase You Sit In Rubs Off On You

The Codebase You Sit In Rubs Off On You

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4 min read
The Executor-Plus-Gate Pattern: Why Cheap Models Need Stronger Verification

The Executor-Plus-Gate Pattern: Why Cheap Models Need Stronger Verification

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2 min read
When Generation Outruns Review: Add an Explanation Gate to Every Pull Request

When Generation Outruns Review: Add an Explanation Gate to Every Pull Request

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6 min read
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