Abstract: An expert matching user interface includes tracking user interactions of a user in a workflow interface of an application to generate tracking data. The expert matching user interface further includes detecting an abandonment precursor with the tracking data, and determining, responsive to the abandonment precursor, that a user is matched to a personal expert. The user is matched to the personal expert persists across sessions between the user and the application. The expert matching user interface includes displaying, in the workflow interface, an expert icon specific to the personal expert matched to the user and a connection button, and connecting, upon selection of the connection button, the user to the personal expert through a communication interface within the workflow interface.

Abstract: An artifact manager generates an abstraction for artifacts and repositories in a deployment platform such that the artifacts may be located uniformly and securely in each deployment environment during the deployment process. The described system includes a release automation platform having a release pipeline which is responsible for deploying build artifacts into multiple deployment environments, testing the build artifacts thoroughly in each environment, and follow organization-specific approval processes to promote the build artifacts to a next deployment environment.

Abstract: An artifact manager generates an abstraction for artifacts and repositories in a deployment platform such that the artifacts may be located uniformly and securely in each deployment environment during the deployment process. The described system includes a release automation platform having a release pipeline which is responsible for deploying build artifacts into multiple deployment environments, testing the build artifacts thoroughly in each environment, and follow organization-specific approval processes to promote the build artifacts to a next deployment environment.