What are some tips to get better at design as a developer?

This is inspired by seeing questions on how designers can get better at code...

Nevertheless, I find myself often stuck with not able to get a logo or a visual mockup done of the ideas that I have in mind. How can I get better at designing logos etc so that my side projects can get some love from the design aspect too?