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Learn how GS Shop is changing its monolithic architecture and engineering culture one application at a time using Mesos stack. One year back, we were running dedicated Virtual machines for each Project, using a broken pipeline to move our software to Production. Today, we have built a production stack that runs our mission critical systems on Mesos, and we would soon be moving all our systems to this stack. We use Mesos as a fabric that runs different classes of applications including legacy monolithic apps and integrated our Continuous delivery infrastructure around it. We practice zero downtime deployments, and also run continuous delivery for all our infrastructure pieces that provides automated upgradability to our Mesos infrastructure. Mesos acts as a central nervous system for our container-technology agnostic service delivery platform. This is the story of our journey.