Continuous delivery and global spread is turning information systems into a beautiful messwork of partially degraded autonomous components. Incidents in such systems abound and managing these incidents becomes an impossible task for mere humans. It sometimes feels like plugging holes in a cloud with your bare fingers in an attempt to stop the rain. In order to build the resilient systems of the future we need smart continuous remediation. The talk will present some of the more interesting developments in this field across the industry.