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Building an AST Code Verifier Without NetworkX, GitPython, or Any Dependencies

Building an AST Code Verifier Without NetworkX, GitPython, or Any Dependencies

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6 min read
A Minimal-Context Take-Home Test for AI Code Reviewers: When More History Hurts

A Minimal-Context Take-Home Test for AI Code Reviewers: When More History Hurts

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6 min read
Invariant checks: the comment is the check you never wrote.

Invariant checks: the comment is the check you never wrote.

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10 min read
Why Fixing the Error Isn't the Same as Fixing the Bug

Why Fixing the Error Isn't the Same as Fixing the Bug

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8 min read
Patchwork-AI: Automating Code Reviews and Bug Detection

Patchwork-AI: Automating Code Reviews and Bug Detection

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1 min read
Getters and Setters Are Not Encapsulation — Here’s What Encapsulation Actually Means

Getters and Setters Are Not Encapsulation — Here’s What Encapsulation Actually Means

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5 min read
Craftsmanship as service: why clean code is an act of care

Craftsmanship as service: why clean code is an act of care

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2 min read
A regression test that still passed after I undid the fix

A regression test that still passed after I undid the fix

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3 min read
Every God File Split: Enforcing a 400-Line Cap Across a Video Pipeline

Every God File Split: Enforcing a 400-Line Cap Across a Video Pipeline

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6 min read
Hardening a Video Planner: Contradiction Gates, Dead Code, and a Scorer That Can Disagree

Hardening a Video Planner: Contradiction Gates, Dead Code, and a Scorer That Can Disagree

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6 min read
Two Pieces of Code, Same Answer — Which One Should You Write?

Two Pieces of Code, Same Answer — Which One Should You Write?

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4 min read
Building a Gitea-First Code Review Tool in Go

Building a Gitea-First Code Review Tool in Go

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4 min read
AI Is Writing All the Code. Who's Reviewing It? (Please Don't Say Another AI)

AI Is Writing All the Code. Who's Reviewing It? (Please Don't Say Another AI)

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18 min read
My code checker was wrong. How I turned its false positives into tests

My code checker was wrong. How I turned its false positives into tests

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9 min read
I built a Python code reviewer that only reviews the code you changed

I built a Python code reviewer that only reviews the code you changed

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2 min read
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