The part of CI developers interact with the most is displaying test output on failure (other than the test itself, if we count waiting for it as interaction). Even small changes in usability (e.g. is the system intelligent enough to highlight the part of a thousand-line log that contains the error?) have a fairly large effect on developer productivity.