Mine was simple but painful: don't skip EDA thinking you'll "fix it later." I'm currently mid-project on a 33-feature dataset and the one time I rushed past a preprocessing decision, I caught the mistake three steps later and had to redo everything from scratch. Now I treat EDA as the actual work, not the warm-up