`lzip` is used for its great compression (better even than `xz`) and
properties that make it a viable format for long-term archiving (feature
that `xz` is missing).
http://www.nongnu.org/lzip/xz_inadequate.html
Also add some docs regarding release process.
Re: #3912, #4045