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# codequality

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Gabriel

Jan 6

When code generation suggests deprecated Pandas APIs — a case study

#api #codequality #llm #python

3 min read

Jan 6

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

#ai #codequality #devops #testing

3 min read

Cover image for From Sausage to Omelette

Ben Link

Dec 4 '25

From Sausage to Omelette

#beginners #codequality #devops #testing

9 min read

Gabriel

Jan 6

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

#codequality #dataengineering #llm #python

3 min read

Jan 6

The Frontend Fortress: Building a Bulletproof Code Quality Pipeline

#codequality #frontend #javascript #tooling

5 min read

Cover image for A Small PHP Tip That Saves Time (and Lines of Code)

Jan 2

A Small PHP Tip That Saves Time (and Lines of Code)

#codequality #tutorial #productivity #php

2 min read

Ricardo M Santos for NotTheCode

Dec 1 '25

5 Real-World Technical Debt Examples (And Why AI is the Newest One)

#technicaldebt #codequality #ai #bestpractices

5 min read

Gabriel

Jan 1

When code generation suggests deprecated Pandas APIs and CI stays silent

#codequality #cicd #python #ai

3 min read

Gabriel

Jan 1

When AI-generated unit tests pass but the code still fails in production

#ai #codequality #testing

3 min read

Dvir Segal

Nov 28 '25

The Joy of Negative Code Lines

#bestpractices #softwareengineering #codequality #technicaldebt

4 min read

Jan 1

When code assistants suggest deprecated Pandas APIs: a subtle, production-breaking failure mode

#codequality #llm #python #datascience

3 min read

Mark k

Jan 1

When Generated Tests Pass but Miss the Bug: A Case of False Confidence from AI Test Generation

#codequality #testing #llm #ai

3 min read

Gabriel

Dec 31 '25

When a Model Renames Things Differently in Each File: Lessons from a Multi‑File Refactor

#ai #codequality #softwareengineering

3 min read

James M

Jan 1

When AI-generated tests pass but miss the bug: a postmortem on tautological unit tests

#codequality #testing #ai #learning

3 min read

Gabriel

Dec 31 '25

When an AI Suggests DataFrame.append: Missing Pandas Deprecations in Generated Code

#codequality #dataengineering #llm #python

3 min read

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