multiple clusters, serving different geographies • Server estimation upscaling, downscaling was a manual task with Devs and Devops fulfilling the requests by Tickets. • Lot of wastage, as non peak hours also the cluster size was constant. • Increased downtimes in case of performance bugs. • Debian to Docker • Gitflow along with docker images (Same image is still not promoted from environment to environment. Limitation!!) • ECR for repository. • Migrated all config files to env variables. • Created Capillary custom CI.