A method of performing resource discovery includes receiving, by a processing device, a resource identifier describing a resource of a computing cluster to be accessed by a workflow application. The method also includes sending the resource identifier to a container orchestration API to determine whether an endpoint exists for the resource. The method also includes, in response to an indication from the container orchestration API that the endpoint exists, receiving, from the container orchestration API, endpoint details used to access the resource, identifying an endpoint address based on the endpoint details, and binding the endpoint address to the resource in a runtime version of the workflow application to enable the workflow application to access the resource.