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# codequality

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Building a Code Review Agent That Learns From Every Decision

Building a Code Review Agent That Learns From Every Decision

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2 min read
From Stateless to Adaptive: Designing a Code Review Agent That Actually Learns

From Stateless to Adaptive: Designing a Code Review Agent That Actually Learns

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4 min read
The Co-Authored-By Copilot Controversy Misses the Real Problem

The Co-Authored-By Copilot Controversy Misses the Real Problem

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6 min read
How We Score 297 Agent Data Capabilities -- and Why It Matters
Cover image for How We Score 297 Agent Data Capabilities -- and Why It Matters

How We Score 297 Agent Data Capabilities -- and Why It Matters

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6 min read
JavaScript Error Handling: Moving Beyond Generic Catch-Alls for Efficient Debugging and Resolution

JavaScript Error Handling: Moving Beyond Generic Catch-Alls for Efficient Debugging and Resolution

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11 min read
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
200 Lines in CLAUDE.md Dropped My Code Quality to 79% — Splitting into 3 Files Got It to 96.9%
Cover image for 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
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The Real Problem With AI for Developers Is Not Capability, It's Overload

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6 min read
Boolean Blindness in Go: When true, false, true Tells You Nothing

Boolean Blindness in Go: When true, false, true Tells You Nothing

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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
The Art of Saying "No" in Code Review

The Art of Saying "No" in Code Review

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8 min read
Agentic Smells: From Qualitative to Quantitative
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Agentic Smells: From Qualitative to Quantitative

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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
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