Thanks for mentioning this, I was not aware that Julia had a turtle graphics implementation. It looks amazing and should allow starting the students with a small vocabulary, then provide a smooth transition to programing constructs (loops, functions) and perhaps Julia proper.
I think that turtle graphics is the best introduction to programming for children. Simple, visual, self-contained, with little distraction but still space for creativity. And the @step macro should help a lot.