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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
Stop counting duplicated lines: I rank copy-paste by what it costs me

Stop counting duplicated lines: I rank copy-paste by what it costs me

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6 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
I built a Django linter that never imports Django

I built a Django linter that never imports Django

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1 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
The Validation Rule That Was Itself Invalid

The Validation Rule That Was Itself Invalid

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3 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
I Read Every Comment in My Codebase. Every Wrong One Had the Same Shape.

I Read Every Comment in My Codebase. Every Wrong One Had the Same Shape.

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11 min read
A one-number triage tool for C code (and a cheap feedback loop for LLM output)

A one-number triage tool for C code (and a cheap feedback loop for LLM output)

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2 min read
Show a model your old code and it writes your old bugs: 32 runs, 0% reuse

Proves context shapes generation more than intent

Show a model your old code and it writes your old bugs: 32 runs, 0% reuse

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6 min read
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