What does “vibe coding” actually mean?
How would you define vibe coding? I see it as a combination of building something you couldn't realistically create using the traditional process and not caring much about…
code maintainability
How should I handle an AI-generated dashboard my COO wants me to support?
I'm a sysadmin who also builds and maintains internal tools, usually with Python and Flask. I care about security, documentation, predictable dependencies, and having a clear support model.…
How Could We Reliably Compare AI-Generated Code With Human-Written Code?
Is there a rigorous way to determine whether code produced primarily by AI is worse than code written by an experienced developer? For example, could we compare two…
How to Refactor a Massive Python Script for Better Maintainability?
Hey everyone! I've got this Python script that's about 2,000 to 3,000 lines long and mostly consists of functions and methods. Some of these functions are over 100…
Why Shouldn't Business Logic Be in Controllers?
I'm a relatively new backend engineer with about 1-2 years of experience and I'm feeling a bit puzzled about the common advice that suggests keeping business logic out…