GitHub has officially discontinued API versions 1 and 2, urging users to follow @GitHubAPI on Twitter for the latest updates regarding the API. The current version, API v3, maintains a changelog for any breaking changes and includes plans for future revisions. GitHub encourages users to provide feedback through their support email or contact form, highlighting previous concerns about search support which have been addressed in the API v3 documentation.