More and more complete genomes for bacteria are becoming available and are providing a series of challenges to bioinformatics. Finding the genes and describing gene function for hundreds of genomes is a complex problem that we currently are in the beginning stages of solving. I will highlight the importance of comparative analysis in the process of analyzing these genomes.