Tips for turning ideas into programs? Design, structure etc

I am starting to make more complex programs (Python) at work other than single tasks scripts, and I'm curious to know what one would research to better & more thoughtfully plan and design their programs? I'd rather have a method of designing things out before I sit in front of PyCharm and start coding.

Looking for books, articles, or just topics to research.

TY!