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# codequality

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คุยกันเรื่อง Writing Better Go: Lessons from 10 Code Reviews

คุยกันเรื่อง Writing Better Go: Lessons from 10 Code Reviews

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1 min read
Code Review Best Practices: How to Review Code Without Slowing Teams Down
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Code Review Best Practices: How to Review Code Without Slowing Teams Down

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3 min read
Trigger Logic Causing Recursive Updates or Data Duplication

Trigger Logic Causing Recursive Updates or Data Duplication

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3 min read
When a refactor bot renames things unevenly: inconsistent variable naming across files

When a refactor bot renames things unevenly: inconsistent variable naming across files

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3 min read
Why Modular Monolith Architecture is the Key to Effective AI-Assisted Development
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Why Modular Monolith Architecture is the Key to Effective AI-Assisted Development

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6 min read
When code suggestions keep using deprecated Pandas APIs: a practical postmortem

When code suggestions keep using deprecated Pandas APIs: a practical postmortem

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3 min read
When AI Refactors Introduce Inconsistent Variable Names Across Files

When AI Refactors Introduce Inconsistent Variable Names Across Files

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3 min read
When Generated Tests Pass but Don't Protect: LLMs Creating Superficial Unit Tests

When Generated Tests Pass but Don't Protect: LLMs Creating Superficial Unit Tests

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3 min read
When an AI Recommends Deprecated Pandas APIs — a postmortem

When an AI Recommends Deprecated Pandas APIs — a postmortem

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3 min read
When code generation suggests deprecated Pandas APIs — a case study

When code generation suggests deprecated Pandas APIs — a case study

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3 min read
TDD for dbt: unit testing the way it should be

TDD for dbt: unit testing the way it should be

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12 min read
When Generated Tests Pass but Don't Protect — a small failure that became a production bug

When Generated Tests Pass but Don't Protect — a small failure that became a production bug

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3 min read
Performance Degradation Due to Inefficient Apex / ORM Usage (salesforce)

Performance Degradation Due to Inefficient Apex / ORM Usage (salesforce)

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3 min read
When Generated Tests Pass but Don't Protect: a case study in AI-written unit tests

When Generated Tests Pass but Don't Protect: a case study in AI-written unit tests

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3 min read
When code-gen suggests deprecated Pandas APIs: a case study in subtle breakage

When code-gen suggests deprecated Pandas APIs: a case study in subtle breakage

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3 min read
Why You Shouldn’t Manually Define a Vue Component’s name

Why You Shouldn’t Manually Define a Vue Component’s name

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2 min read
Refactoring for AI: When Your Code Reviewer is a Machine
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Refactoring for AI: When Your Code Reviewer is a Machine

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4 min read
Revolutionizing Code Testing with JavaScript: A Comprehensive Guide

Revolutionizing Code Testing with JavaScript: A Comprehensive Guide

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2 min read
Future-Proof Your Codebase: How Test Coverage and Quality Metrics Minimize AI-Driven SDLC Disruptions
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Future-Proof Your Codebase: How Test Coverage and Quality Metrics Minimize AI-Driven SDLC Disruptions

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4 min read
Error Handling in Rust (Result & Option)

Error Handling in Rust (Result & Option)

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8 min read
A Fail-Closed Gate for Rust AI Assistants

A Fail-Closed Gate for Rust AI Assistants

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2 min read
When models suggest deprecated Pandas APIs: a small mistake that cascades

When models suggest deprecated Pandas APIs: a small mistake that cascades

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3 min read
When code generation suggests deprecated Pandas APIs and CI stays silent

When code generation suggests deprecated Pandas APIs and CI stays silent

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3 min read
JavaScript vs TypeScript: vantagens e diferenças

JavaScript vs TypeScript: vantagens e diferenças

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5 min read
Vitest vs Jest 30: Why 2026 is the Year of Browser-Native Testing
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Vitest vs Jest 30: Why 2026 is the Year of Browser-Native Testing

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7 min read
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