There are at least four Burning Bridges, an American band from southern California, an American band from Albany (New York), a hardcore band from London, and a hardcore/metal band from Sydney. 1) Burning Bridges are an American band from southern California. They released an album entitled "Feast of Fools" in 1996. 2) Burning Bridges are an American band from Albany, New Yok. They existed between 2001-2006.