1. A method, comprising: identifying at least a first application lifecycle management artifact, indexed by a unified data store, that does not comply with at least a first process convention; responsive to identifying the first application lifecycle management artifact, indexed by the unified data store, that does not comply with the first process convention, determining, by a process convention agent executed by a processor, whether script code is available to update the first application lifecycle management artifact to comply with the first process convention; and responsive to the process convention agent determining that script code is available to update the first application lifecycle management artifact to comply with the first process convention, the process convention agent automatically executing the script code to update the first application lifecycle management artifact to comply with the process convention.