I think the point was more that it is comparatively easy to develop your new theory to fit known 'facts', so that testing against them should usually be regarded only as a sanity check rather than as additional evidence. To be a bit pithy, prediction is worth more than postdiction.

(Of course, if your theory fails to comport with known 'facts' but successfully predicts the result of new observations, then that is deeply exciting!)