Cognitive debt — codebases becoming unknowable and hard to extend — occurs with and without AI and is often as bad or worse in pre-AI projects when controlling for scope.
Computer network communication mirrors a multi-step gift delivery where each OSI layer performs a specific task and can add headers or fail independently.
Refactoring 030 - How to Avoid Accidental Redundancy | HackerNoon
Refactoring code by eliminating redundant attributes enhances clarity and encapsulation, reduces cognitive load, and ensures methods directly access the object's state for improved maintainability.
Refactoring 027 - How to Remove Getters | HackerNoon
"The main point of the article is to replace simplistic getters with behavior-rich methods that encapsulate the operations pertinent to the internal state."