Ataxia wrote and recorded songs for two weeks, and the material was separated into two albums: Automatic Writing (2004) and AW II (2007). The songs all feature a ground-bass line with the guitar overlaying different motifs and long developments. In March 2008, Lally described the band's writing process:
The songs would be initiated by me settling into a bass line. While the bass line was forming Josh would be playing and John would start to do something - with a few minutes, with a beat, I’d just keep going. There were no thoughts to it being the 'end product', a recording, but it led to that. The goal was just to see how quickly we could work music into place - I think it was a really interesting exercise for [Frusciante and Klinghoffer]. [...] The project really was just to be a show, not a recording, and no one would ever hear it again.
Ataxia performed two shows, both at the Knitting Factory in Los Angeles, on February 2 and February 3, 2004. Following this, the group disbanded. Josh Klinghoffer continues to work with Frusciante on his solo projects, and is the current guitarist for the Red Hot Chili Peppers, after Frusciante's departure in 2009.