Resources for Programming Course TA?

cndrr asks: "I'm a Teacher's Assistant for intro to Java at my university again this fall. The last time I taught, all the TAs had students turn in their assignments through email. I'm thinking about scripting a site that will let students turn in their programs automatically and in some cases, run the program and (based on the output) automatically grade it. Has anyone else TAed and found a good solution that they would recommend?"