Source Control ?

Hi all,
Given that Appian development is coupled closely to the server, I wonder how people are implementing source control, with the intention of version control and CI/CD. From reading up on the forum etc, it seems that the option will be to export applications from the DEV instance and manually check those zip files in to the source repository. This doesn't really help with the above as it's effectively checking in a built artefact that's deployable - rather than true source.
I don't think that there are any solutions where we could turn an are on the server into a working copy or such ?

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