We're participating in a birds-of-a-feather discussion on automated grading systems at SIGCSE 2006 this March (http://www.cs.rit.edu/~sigcse06/). The BOF is called "Toward a Common Automated Grading Platform", and is targeted at identifying the major roadblocks to creating a generally-adoptable automated grading system.