I have a small github repo to convert MS Word Documents, but most people will just want the binary.
Should I
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To host that binary for your application, you now can, since 2nd July 2013, define a release.
Releases, a workflow for shipping software to end users.
Releases are first-class objects with changelogs and binary assets that present a full project history beyond Git artifacts. They're accessible from a repository's homepage:


That replaces the old binary upload service, which was removed in December 2012 (as you mention in your question).