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This paper describes the design of an online learning platform that empowers musical creation and performance with Python code. For this platform we have developed an innovative computational note- book paradigm that we call TunePad playbooks. While playbooks borrow ideas from popular computational notebooks like Jupyter, we have designed them from the ground up to support creative mu- sical expression including live performances. After discussing our design principles and features, we share findings from a series of artifact-centered interviews conducted with experienced TunePad users. Our results show how systems like ours might flexibly sup- port a variety of creative workflows, while suggesting opportunities for future work in this area.more » « less
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