A device can receive information indicating a set of instructions associated with a microservices application, where the microservices application is associated with one or more microservices. The device can generate a deployment specification. The device can deploy one or more containers and one or more replicate containers. The one or more containers and the one or more replicate containers are associated with the one or more microservices. The one or more containers and the one or more replicate containers can be associated with a distributed file system. The device can receive information associated with modifying the one or more microservices. The device can modify the one or more microservices, as one or more modified microservices, based on receiving the information associated with modifying the one or more microservices. The device can deploy the one or more modified microservices.