For now, you can at least do a single build of a single revision: $ export BUILD=linux-amd64-temp $ docker run \ -v $HOME/keys/$BUILD.buildkey:/.gobuildkey \ gobuilders/linux-x86-base \ /usr/local/bin/builder -rev=50ac9eded6ad -buildroot=/ -v $BUILD TODO(bradfitz): automate with CoreOS + GCE, ala: https://github.com/bradfitz/camlistore/blob/master/misc/gce/create.go