Early years At 18 he moved to London, and for a short while shared a flat with Shane MacGowan. In the early 1990s, he moved to a flat in the Blackstock Road and worked on his career as a musician. However, Wolfe was "relentlessly unsuccessful".
Throughout the 1990s Wolfe was regularly in and out of the major recording studios (Island, Electric and Music Industries, and Sony), but failed to secure a recording contract.
He later moved to New York, before moving on to Paris, France. In 1998, Wolfe published a book of poetry (and one short story) called Pornografika.
2000–present In February 2001, Wolfe was the subject of a film documentary commissioned for The Other Side on Channel Four in the United Kingdom. Later in 2001, Wolfe met Pete Doherty in Islington. They formed a relationship based on songwriting.
Wolfe about their relationship: "He turned up at my flat and started hanging around saying he was in a band.
He"s a great fucking person. Sometimes really awful but sometimes very kind. Maybe he was the first person to look at me through eyes which didn"t say, "This guy"s a cunt"." In 2003, Wolfe recorded "Foreign Lovers" together with Doherty.
Doherty altered the words to one verse, and musicians in Wolfe"s band, "The Side Effects", along with record producer Jake Fior made other changes to the arrangement for the single recording.
The single was Wolfe"s biggest success as musician, reaching #7 in the United Kingdom Chart. Rumours that the publishing rights were sold for "a small amount in a public" are unfounded, as the rights were shared amongst the musicians who worked without pay on the recording.
On 12 July 2008, Wolfe joined Doherty on stage during his solo show at the Royal Albert Hall and they performed "Foreign Lovers" together. Wolfe"s appearance on stage however did not meet critical acclaim.
According to one critic the song was "sabotaged" by Wolfe"s out-of-tune vocals.
On 16 March 2009, Doherty"s solo album, Grace/Wastelands was released. lieutenant featured "Broken Love Song", a song co-written with Wolfe. A picture of Wolfe talking to Doherty and a painting of Wolfe appeared in the album art
Wolfe is listed as a co-writer of various songs for Doherty"s band Babyshambles, including "Back from the Dead" and "Sticks and Stones" from Down in Albion, "UnBiloTitled" from Shotter"s Nation, and "Stranger in My Own Skin", which appears as a bonus track on Babyshambles" 2013 album Sequel to the Prequel.
Wolfe is credited as co-writer of Gunga Din which appeared on the Libertines 2015 album Anthems for Doomed Youth. Like Doherty, Wolfe has had a long-standing addiction to heroin.
On 20 May 2011 he was sentenced to one year imprisonment, which was later reduced to eight months on appeal for two counts of possession of cocaine and one count of supplying cocaine linked to this episode.