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The function you wrote last month is a third-party API

The function you wrote last month is a third-party API

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4 min read
The Check That Cannot Fire: Absolute Thresholds Silently Disable Your QC

The Check That Cannot Fire: Absolute Thresholds Silently Disable Your QC

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10 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
An AI's “Done” Can't Be Trusted — Quality Gates That Stop False Completion With Evidence

An AI's “Done” Can't Be Trusted — Quality Gates That Stop False Completion With Evidence

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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
Stop Calling Tribal Knowledge “Collaboration”

Stop Calling Tribal Knowledge “Collaboration”

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5 min read
Cleaning Up Feature Flags: The Art of Not Leaving a Mess

Cleaning Up Feature Flags: The Art of Not Leaving a Mess

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3 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
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
AI vs CI: Nobody Told the Pipeline

AI vs CI: Nobody Told the Pipeline

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3 min read
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