Various embodiments of systems and methods to configure network devices in a network are described herein. In one aspect, upon determining an unsuccessful configuration of a first network device, configuring the first network device is retried for a predetermined number of times. Further, a configuration of a second network device is reverted when the configuration of the first network device is unsuccessful upon retrying for the predetermined number of times. Upon determining of a successful configuration of the first network device, the configuration of the first network device and the second network device is committed.