A system for dynamic context automation workflow including a data center which includes an infrastructure and a configuration platform. The infrastructure includes physical resources for implementing at least one machine, and the configuration platform includes a configuration processor that coordinates automatic sequential execution of multiple tasks of a workflow by different agents each running on a different one of multiple contexts for updating a machine state controlled by the configuration processor.