deploy to production) Between once per month and once every 6 months On demand (multiple deploys per day) Lead times (from commit to deployment in production) Between one month and 6 months Less than one hour Change failure rates 16%-30% 0%-15% MTTR (service outage recovery times) Less than one day Less than one hour @gmiranda23
deploy to production) Between once per month and once every 6 months Between once per week and once per month On demand (multiple deploys per day) Lead times (from commit to deployment in production) Between one month and 6 months Between one week and one month Less than one hour Change failure rates 16%-30% 31-45% 0%-15% MTTR (service outage recovery times) Less than one day* Less than one day Less than one hour @gmiranda23
31-45% 0%-15% MTTR (service outage recovery times) Less than one day* Less than one day Less than one hour Time spent on new work 38% 34% 49% Time spent doing rework 27% 32% 21% @gmiranda23
data effectively • Comprehensive, fast, and reliable test automation • Apps are code, infrastructure is code, all code is in version control • Adopt trunk-based development and promote tiny deltas • Change your culture by proliferating everything as code @gmiranda23