Modern LLMs are impressively multilingual. You can ask for a recipe in Italian or a haiku in Japanese, and the result is usually great. But when it comes to software engineering, c

Keeping a positive attitude towards problems and replacing them with solutions - Software Developer and Homelabber

It's not about language mastery. It's about pattern density.

Does prompting in your native language hurt code quality?

Ask any developer how they feel about their current codebase, and you'll likely get a heavy sigh followed by a vague wave toward "all this tech debt." We invoke it in retros, plan 

Stop Treating All Bad Code the Same: A Developer's Guide to the 4 Types of Tech Debt

"Don't Repeat Yourself" (DRY) is the first commandment developers learn. See two blocks of identical code? Extract them into a shared helper method. It feels clean. It feels effici

Stop passing booleans. Start passing behaviour.

The DRY Trap: Escaping the Infinite If/Else Nightmare with Behaviour Injection

Every codebase has one. It might be a utils folder, a Helper.java class, or a common/index.ts file. You know the one. It has 47 functions, no clear theme, and nobody is quite sure 

The file belongs to everyone. It is owned by no one.

The Global Utils Trap: Stop Grouping Code by Data Type

High coverage and a green CI pipeline are reassuring right up until an incident happens that none of the tests predicted. The team has unit tests, mock MVC tests, a coverage dashbo

Why 90% Coverage Can Still Miss the Bug

The Happy Path Test Suite

Picture this. It is late on a Friday afternoon. You are integrating an external API — a third-party service your application depends on. You know the call might fail, but you are n

Nuno Silva

Keeping a positive attitude towards problems and replacing them with solutions - Software Developer and Homelabber