The workshop on Algorithms in Algebraic Geometry was held in the framework of the IMA Annual Program Year in Applications of Algebraic Geometry by the Institute for Mathematics and Its Applications on September 18-22, 2006 at the University of Minnesota. This title captures some of the spirit of the IMA workshop.