1. A method for validating a knowledge package, comprising: generating the knowledge package, wherein the knowledge package comprises guidelines for obtaining and installing a first plurality of software deliverables; obtaining the first plurality of software deliverables based on the guidelines in the knowledge package; performing a test installation of the first plurality of software deliverables on a managed host, based on the guidelines in the knowledge package; generating an incident report indicating that the test installation has failed; and updating the knowledge package based on the incident report.