Reasons to delete the src tarball:
* Save disk space
Reasons to keep it:
* Easily package a release from TeamCity (if needed)
* Verify and/or manually test the src tarball.
* TeamCity automatically cleans up old build artifacts, so disk space is not really an issue.
I'm in favor of keeping it.