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Otherwise they just fill up the drive, eventually.
Yeah I wanted to do that as well, not sure why Ubuntu does not take care of this. But also I haven't figured out a safe way to do this from our side yet.
I remember some cleanup features in the unattended-upgrades package.
unattended-upgrades