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In September 2012, Eisold announced Cold Cave would be touring the US later in the year, he would be recording a new album and that the new live line-up included: Hunter Burgan (AFI), London May (Samhain), David Scott Stone (LCD Soundsystem, Melvins) and Cody Votolato (The Blood Brothers, Jaguar Love).
He has also produced numerous albums including, The Gossip's breakthrough record Standing in the Way of Control as well as Blonde Redhead's Melody of Certain Damaged Lemons (2000), Misery Is a Butterfly (2004) and The Blood Brothers final album, Young Machetes.
He is probably most well known for his vocals alongside Jordan Blilie in the now defunct post-hardcore band, The Blood Brothers.
As lead vocalist and founding member Johnny Whitney began to focus more on his other group, The Blood Brothers, the rest of the group supported bassist Adam Miller's side project The Chromatics.
Any automation was performed live on old guitar pedals that were also used on Robinson's previous records such as At the Drive-In's Relationship of Command and The Blood Brothers's ...Burn, Piano Island, Burn.