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# codequality

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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
array_map Is Not A Design Pattern

array_map Is Not A Design Pattern

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3 min read
Architecture Over Model: How We Got 13/13 Bug Detection Without Upgrading to a Stronger AI

Architecture Over Model: How We Got 13/13 Bug Detection Without Upgrading to a Stronger AI

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13 min read
Apollo 11's Code Is Better Than Yours

Apollo 11's Code Is Better Than Yours

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5 min read
Why Your AI Code Review Misses Logic Bugs (and a 4-Step Fix)

Why Your AI Code Review Misses Logic Bugs (and a 4-Step Fix)

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3 min read
"How I Cleaned Up a 170K Line Codebase (And Why It Made My Project Better)"

"How I Cleaned Up a 170K Line Codebase (And Why It Made My Project Better)"

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5 min read
What Happens When You Score 1,315 AI Agent Outputs for Quality

What Happens When You Score 1,315 AI Agent Outputs for Quality

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3 min read
Why Some AI Feels “Process-Obsessed” While Others Just Ship Code

Why Some AI Feels “Process-Obsessed” While Others Just Ship Code

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1 min read
How to Supercharge Your Code Reviews with Anote’s AI Assistant

How to Supercharge Your Code Reviews with Anote’s AI Assistant

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4 min read
AI Coding Tools Produce 281% More Code in Month 1. By Month 3, the Advantage Is Gone.

AI Coding Tools Produce 281% More Code in Month 1. By Month 3, the Advantage Is Gone.

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5 min read
Assumptions don't have signatures

Assumptions don't have signatures

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4 min read
Each /slop Is a Calibration Signal — AI-SLOP Detector v3.6.0 and the Claude Code Skill

Each /slop Is a Calibration Signal — AI-SLOP Detector v3.6.0 and the Claude Code Skill

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5 min read
I built a GitHub App that enforces your code standards on every PR — here's why

I built a GitHub App that enforces your code standards on every PR — here's why

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1 min read
setup config.py

setup config.py

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1 min read
Why Deleting Code Is the Most Productive Thing You'll Do This Week

Why Deleting Code Is the Most Productive Thing You'll Do This Week

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3 min read
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