Every job I’ve ever gotten has been cold apply, with no degree except a GED high school diploma equivalent. You can certainly get jobs through cold apply, I get a job offer for basically every job that gets to the interview, even when I hadn’t worked as a dev I had two job offers I had to pick from. I like to think my passion, knowledge, and genuine interest shines through in my cover letters and my interviews.