Python functions' default value is evaluated at function definition time.

bad.py

def bad_append(new_item, a_list=[]):
    """
    >>> print bad_append('one')
    ['one']
    >>> print bad_append('two')
    ['one', 'two']
    """
    a_list.append(new_item)
    return a_list