Yeah, they look good, only nit is to not put spaces around the equals in volatile=True.
I agree the materials we have right now aren’t very detailed but we didn’ thave a lot of time to expand them. If you’d have a moment to write that down and submit a notebook or a PR to the notes I’ll merge them. Thanks!