Methods, apparatus, and processor-readable storage media for autonomous creation of new microservices and modification of existing microservices are provided herein. An example computer-implemented method includes generating and outputting, to a user via at least one graphical user interface, one or more prompts for user input pertaining to a target microservice; automatically configuring, for the target microservice, one or more microservice components based at least in part on the user input received in response to the one or more prompts; building the target microservice based at least in part on the one or more automatically configured microservice components; and outputting the built target microservice to at least one of a user and one or more cloud platforms.