As a web developer I enjoy contributing to projects that help me to identify stupid things, because there is an abundance of stupid in web technologies. I enjoy contributing to things like JSLint and Pretty Diff.

Sometimes contributions can be as simple as bug reports or feature suggestions. This kind of information is golden for complex projects maintained by very few individuals.