Virtual environments are necessary for maintaining clean Python setups and avoiding dependency hell.Using pip freeze to generate requirements.txt can simplify managing dependencies in the future.Writing functions is not just about reusability, but also about making the code logical and maintainable.Breaking down code early on helps readability and future understanding, especially during challenging times.