Version 0.1 of the Watchmaker Framework for Evolutionary Algorithms is now available for download from the project page on java.net (where you will also find details of implemented and planned features). The framework requires Java 5.0 and a familiarity with generics.
Feel free to download and play. You can leave comments and suggestions here or on the project site.