How to start development for mahout
I enjoyed the http://girlincomputerscience.blogspot.com/2010/11/apache-mahout.html link.
Also http://www.ibm.com/developerworks/java/library/j-mahout/ is good as well.
http://mahout.apache.org/ This isn't a bad place to start. I think you'll find the existing documentation quite useful.