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# codequality

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My AI Wrote Code That Passed Every Test and Was Still Wrong

My AI Wrote Code That Passed Every Test and Was Still Wrong

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4 min read
6 checks before merging AI-agent generated code

6 checks before merging AI-agent generated code

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2 min read
I built a local risk gate for AI-agent code changes

I built a local risk gate for AI-agent code changes

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2 min read
GitHub Is Becoming a Giant AI Code Dump. Quality Gates Are the Only Fix.

GitHub Is Becoming a Giant AI Code Dump. Quality Gates Are the Only Fix.

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6 min read
Our Quality Scores Were Precise, Useless, and Identical

Our Quality Scores Were Precise, Useless, and Identical

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8 min read
Code Quality findings now have a REST API a pipeline can actually call

Code Quality findings now have a REST API a pipeline can actually call

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3 min read
AI Agents Don't Feel the Cost of Bad Code. We Do. Here's a CLAUDE.md to make agents more empathetic.

AI Agents Don't Feel the Cost of Bad Code. We Do. Here's a CLAUDE.md to make agents more empathetic.

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1 min read
I ran my own dead-code tool on itself and found 8 duplicate code blocks

I ran my own dead-code tool on itself and found 8 duplicate code blocks

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2 min read
When Your Codebase Starts Slowing You Down...

When Your Codebase Starts Slowing You Down...

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5 min read
Technical Debt: The Bill Always Comes Due

Technical Debt: The Bill Always Comes Due

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4 min read
The Codebase Is the Prompt

Links code regularity to model perplexity

The Codebase Is the Prompt

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5 min read
When Code Takes a Break: What Engineers Think About on Silent Days

When Code Takes a Break: What Engineers Think About on Silent Days

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2 min read
PyChase: AST-Powered Duplicate Code Detection for Python

PyChase: AST-Powered Duplicate Code Detection for Python

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2 min read
How To Measure AI Token Debt In A Real Codebase

How To Measure AI Token Debt In A Real Codebase

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4 min read
The Token Tax of Technical Debt

The Token Tax of Technical Debt

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5 min read
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