What is the best way to write specs for code that depends on environment variables?

You also can stub the constant:

stub_const('ENV', {'AWS_ACCESS_KEY_ID' => 'asdf'})

Or, if you still want the rest of the ENV:

stub_const('ENV', ENV.to_hash.merge('AWS_ACCESS_KEY_ID' => 'asdf'))