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# codequality

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Building a Linux Kernel Module in Rust: Zero Panics in 14 Months Production

Building a Linux Kernel Module in Rust: Zero Panics in 14 Months Production

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9 min read
12-Step Verification Pipeline. Caught Zero Real Errors.

12-Step Verification Pipeline. Caught Zero Real Errors.

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1 min read
I delete code on Fridays

I delete code on Fridays

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3 min read
200 Lines in CLAUDE.md Dropped My Code Quality to 79% — Splitting into 3 Files Got It to 96.9%

200 Lines in CLAUDE.md Dropped My Code Quality to 79% — Splitting into 3 Files Got It to 96.9%

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6 min read
The Real Problem With AI for Developers Is Not Capability, It's Overload

The Real Problem With AI for Developers Is Not Capability, It's Overload

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6 min read
AI-Generated PRs Lack Human Oversight, Leading to Poor Code Quality: Implementing Review Guidelines as Solution

AI-Generated PRs Lack Human Oversight, Leading to Poor Code Quality: Implementing Review Guidelines as Solution

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8 min read
AI-generated code doesn't fail loudly. It fails correctly-looking.

AI-generated code doesn't fail loudly. It fails correctly-looking.

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3 min read
The Art of Saying "No" in Code Review

The Art of Saying "No" in Code Review

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8 min read
Implicit Coupling Is a Maintenance Problem, Not a Generation Problem

Implicit Coupling Is a Maintenance Problem, Not a Generation Problem

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7 min read
Why AI-Generated Code Needs a Quality Layer

Why AI-Generated Code Needs a Quality Layer

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3 min read
Lessons from Fixing 8 Bugs in a Quantitative Trading Framework

Lessons from Fixing 8 Bugs in a Quantitative Trading Framework

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8 min read
Don’t send me Easter emails

Don’t send me Easter emails

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1 min read
Building a Code Review Agent That Learns From Every Decision

Building a Code Review Agent That Learns From Every Decision

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4 min read
We tried to measure AI's actual impact on our codebase. Here's why it's so hard.

We tried to measure AI's actual impact on our codebase. Here's why it's so hard.

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3 min read
AI-Generated Code Has 1.7x More Bugs — Here's the Fix

AI-Generated Code Has 1.7x More Bugs — Here's the Fix

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5 min read
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