You can also turn on more tests, such as:
valgrind -q --tool=memcheck --leak-check=yes ./my-program arg1 arg2 < test-input
See valgrind --help for more information about the (many) options, or look at the documentation at http://valgrind.org/ for detailed information about what the output means.