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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

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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 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

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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

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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 code suggestions push deprecated Pandas APIs: a postmortem

When code suggestions push deprecated Pandas APIs: a postmortem

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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

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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 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
Fitness Equation 12/31/2025

Fitness Equation 12/31/2025

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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

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7 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
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
Design Patterns You’ll Actually Use: A No-Nonsense Guide

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

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3 min read
The two most important tools for HTML developers

The two most important tools for HTML developers

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1 min read
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

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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

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4 min read
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

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2 min read
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
The Shift from AI Reviewers to Code Review Agents

The Shift from AI Reviewers to Code Review Agents

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

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

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5 min read
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)

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16 min read
I Stopped Fearing Legacy Code Once I Could See Its Dead Parts

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

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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

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3 min read
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

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3 min read
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