a rise in available CI/CD tools, the most popular being Jenkins (58%), followed by GitLab CI/CD (34%), and CircleCI (13%). These tools are also becoming more reliable. Less than 11% of respondents indicated they built custom scripts this year, down from 26% in 2018. 16