Provided are a system and article of manufacture for executing initialization code to configure connected devices. A plurality of segments are provided to configure at least one connected device, wherein each segment includes configuration code to configure the at least on connected device. The segments are executed according to a segment order by executing the configuration code in each segment to perform configuration operations with respect to the at least one connected device. Completion of the segment is indicated in a memory in response to completing execution of the configuration operations for the segment.