each year we emailed invitations to our mailing lists and leveraged social media, including Twitter, LinkedIn, and Facebook. Our invitations targeted professionals working in technology, especially those familiar with software development and delivery paradigms and DevOps. We encouraged our readers to invite friends and peers who might also work in software development and delivery to help us broaden our reach. This is called snowball sampling,