Sonic Pi is a new open source software tool and platform originally developed for the Raspberry Pi computer, designed to enable school children to learn programming by creating music. In this article we share insights from a scoping study on the development of Sonic Pi and its use in educational partnerships. Our findings draw attention to the importance of collaborative relationships between teacher and computer scientist and the value of creative pedagogies for learning computer programming as a live-coded participatory enterprise.