Ivo Kammerath, AWS Lead Solutions Architect for Resilience Germany, has been with Amazon Web Services (AWS) since 2017 and has been using AWS in production since 2012. He is experienced in software development, systems reliability, and data analytics. In his role Ivo is responsible for the architectural resilience of AWS customers in Germany. Building on that distributed systems background, Ivo is the author of kiro-flock, an open-source system for running clusters of coordinating AI agents on AWS, and the author of sovereign fail over for disaster recovery into the AWS European Sovereign Cloud. Ivo has also contributed to open-source projects such as Hadoop HDFS, Netflix Chaos Monkey, Apache Tomcat, and Flume.