Forem

# codequality

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
When AI-generated unit tests pass but the code still fails in production

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

Comments
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

Comments
3 min read
When AI Refactors Break Naming: a case of inconsistent variable renames across files

When AI Refactors Break Naming: a case of inconsistent variable renames across files

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

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

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

When an AI refactor renames things wrong across files

Comments
3 min read
When code suggestions push deprecated Pandas APIs: a postmortem

When code suggestions push deprecated Pandas APIs: a postmortem

Comments
3 min read
When AI-Generated Tests Pass but Miss the Point: a Postmortem

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

Comments
3 min read
When AI Refactors Introduce Inconsistent Naming Across Files

When AI Refactors Introduce Inconsistent Naming Across Files

Comments
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

Comments
3 min read
Fitness Equation 12/31/2025
Cover image for Fitness Equation 12/31/2025

Fitness Equation 12/31/2025

Comments
8 min read
Your Code Works But Looks Messy: Writing 'Senior' Code in Interviews

Your Code Works But Looks Messy: Writing 'Senior' Code in Interviews

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

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

Comments
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

Comments
3 min read
Design Patterns You’ll Actually Use: A No-Nonsense Guide
Cover image for Design Patterns You’ll Actually Use: A No-Nonsense Guide

Design Patterns You’ll Actually Use: A No-Nonsense Guide

Comments 2
3 min read
The two most important tools for HTML developers

The two most important tools for HTML developers

Comments
1 min read
Ship Secure Code Faster: How Context-Driven Development and AI Agents Supercharge Your CI/CD Pipeline
Cover image for Ship Secure Code Faster: How Context-Driven Development and AI Agents Supercharge Your CI/CD Pipeline

Ship Secure Code Faster: How Context-Driven Development and AI Agents Supercharge Your CI/CD Pipeline

Comments
5 min read
Weekly #51-2025: AI Coding Agents and Engineering Culture, 0.1x Engineers

Weekly #51-2025: AI Coding Agents and Engineering Culture, 0.1x Engineers

Comments
4 min read
𝗪𝗵𝘆 𝗔𝗜-𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝗖𝗼𝗱𝗲 𝗢𝗳𝘁𝗲𝗻 𝗟𝗼𝗼𝗸𝘀 “𝗖𝗼𝗺𝗽𝗹𝗲𝘁𝗲” — 𝗯𝘂𝘁 𝗜𝘀𝗻’𝘁—𝗮𝗻𝗱 𝘄𝗵𝘆 𝗜 𝗯𝘂𝗶𝗹𝘁 𝗔𝗜-𝗦𝗟𝗢𝗣 𝗗𝗲𝘁𝗲𝗰𝘁𝗼𝗿
Cover image for 𝗪𝗵𝘆 𝗔𝗜-𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝗖𝗼𝗱𝗲 𝗢𝗳𝘁𝗲𝗻 𝗟𝗼𝗼𝗸𝘀 “𝗖𝗼𝗺𝗽𝗹𝗲𝘁𝗲” — 𝗯𝘂𝘁 𝗜𝘀𝗻’𝘁—𝗮𝗻𝗱 𝘄𝗵𝘆 𝗜 𝗯𝘂𝗶𝗹𝘁 𝗔𝗜-𝗦𝗟𝗢𝗣 𝗗𝗲𝘁𝗲𝗰𝘁𝗼𝗿

𝗪𝗵𝘆 𝗔𝗜-𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝗖𝗼𝗱𝗲 𝗢𝗳𝘁𝗲𝗻 𝗟𝗼𝗼𝗸𝘀 “𝗖𝗼𝗺𝗽𝗹𝗲𝘁𝗲” — 𝗯𝘂𝘁 𝗜𝘀𝗻’𝘁—𝗮𝗻𝗱 𝘄𝗵𝘆 𝗜 𝗯𝘂𝗶𝗹𝘁 𝗔𝗜-𝗦𝗟𝗢𝗣 𝗗𝗲𝘁𝗲𝗰𝘁𝗼𝗿

Comments 3
2 min read
คุยกันเรื่อง Writing Better Go: Lessons from 10 Code Reviews

คุยกันเรื่อง Writing Better Go: Lessons from 10 Code Reviews

1
Comments
1 min read
The Shift from AI Reviewers to Code Review Agents
Cover image for The Shift from AI Reviewers to Code Review Agents

The Shift from AI Reviewers to Code Review Agents

1
Comments
3 min read
Engineering DebtDrone: Building a High-Performance AST-Based Static Analyzer in Go
Cover image for Engineering DebtDrone: Building a High-Performance AST-Based Static Analyzer in Go

Engineering DebtDrone: Building a High-Performance AST-Based Static Analyzer in Go

Comments
5 min read
Why Your AI-Generated Code is Probably Garbage (And How to Fix It)
Cover image for Why Your AI-Generated Code is Probably Garbage (And How to Fix It)

Why Your AI-Generated Code is Probably Garbage (And How to Fix It)

Comments
16 min read
I Stopped Fearing Legacy Code Once I Could See Its Dead Parts
Cover image for I Stopped Fearing Legacy Code Once I Could See Its Dead Parts

I Stopped Fearing Legacy Code Once I Could See Its Dead Parts

Comments
3 min read
When a refactor tool renames only half the project: inconsistent variable names across files

When a refactor tool renames only half the project: inconsistent variable names across files

Comments
3 min read
Code Review AI Prompts: How to Get Better Pull Request Reviews From AI
Cover image for Code Review AI Prompts: How to Get Better Pull Request Reviews From AI

Code Review AI Prompts: How to Get Better Pull Request Reviews From AI

Comments
3 min read
loading...