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# codequality

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When AI-Generated Tests Pass but Miss the Point: a Postmortem

When AI-Generated Tests Pass but Miss the Point: a Postmortem

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3 min read
When code suggestions suggest the past: deprecated Pandas APIs and silent drift

When code suggestions suggest the past: deprecated Pandas APIs and silent drift

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3 min read
When an AI refactor renames things wrong across files

When an AI refactor renames things wrong across files

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3 min read
When AI Refactors Introduce Inconsistent Naming Across Files

When AI Refactors Introduce Inconsistent Naming Across Files

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3 min read
When Generated Tests Pass but Don’t Protect: a Practical Look at AI-Produced Unit Tests

When Generated Tests Pass but Don’t Protect: a Practical Look at AI-Produced Unit Tests

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3 min read
When long chats change the code: context drift and hidden errors

When long chats change the code: context drift and hidden errors

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3 min read
Failures we don't model correctly
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Failures we don't model correctly

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17 min read
When long chats change the model (and your build breaks)

When long chats change the model (and your build breaks)

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3 min read
Code Reviewing the Robot: Why Senior Devs Must Become AI Editors

Code Reviewing the Robot: Why Senior Devs Must Become AI Editors

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5 min read
Semantic Typing We Ignore
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Semantic Typing We Ignore

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18 min read
Balancing delivery speed and code quality in scaling startups
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Balancing delivery speed and code quality in scaling startups

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7 min read
Monorepo vs. multiple repositories: what’s the best strategy for a growing codebase?
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Monorepo vs. multiple repositories: what’s the best strategy for a growing codebase?

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8 min read
My Digital Arsenal #2: Keeping Your Codebase Clean with Pre-Commit Hooks
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My Digital Arsenal #2: Keeping Your Codebase Clean with Pre-Commit Hooks

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9 min read
Python Tips That Will Enhance Your Code

Python Tips That Will Enhance Your Code

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2 min read
How to Standardize Code Quality Across Different Developers and Teams
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How to Standardize Code Quality Across Different Developers and Teams

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3 min read
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