What is the general purpose of using hashtags while coding?

To allow writing comments on code so we can remember what each line of code does

Some code won't run without a hashtag

They let you find all mentions of that object, like hashtags on social media

It's a personal preference $($those who like them can use them, but they make no functional difference$)$