Multiple scheduling producers such as content management systems, advertisement systems, and emergency broadcast systems can independently send scheduling events to scheduling consumers such as streaming servers, guide generators, and playlogs. The scheduling consumers maintain state machines with persistent storage to process scheduling events from scheduling producers and output media channel playlists, channel guides, and/or content. Scheduling producers can contribute independently to define a channel playout while information at scheduling consumers remains synchronized.