We present the continuous graph approach for some generalizations of the Cuntz-Krieger algebras. These C*-algebras are simple, nuclear, and purely infinite, with rich K-theory. They are tied with the dynamics of a shift on an infinite path space. We explain the connection with the Ruelle algebras of Putnam, the Pimsner algebras, and the polymorphisms of Arzumanian and Renault.