hank various people and groups who helped me make this book a reality. Various individuals have contributed to making this book better by reading early drafts, or by trying out code, offering encouragement or suggesting new examples, in particular: <a href="https://www.linkedin.com/in/liz-romero-664a6533/">Liz Romero</a>, <a href="https://www.linkedin.com/in/ramsayrk/">Rachel Ramsay</a>, <a href="https://www.linkedin.com/in/christopherabelanger/">Christopher Belanger</a>, <a href="https://www.linkedin.com/i