Don't Stoop to Their Level
Commentators agree this verse is not a command for total silence, but a warning against a specific kind of response. Answering a fool "according to his folly" means descending to their level of "coarse anger," "vile abuse," or "railing for railing." The danger is that by engaging in a foolish argument, you become foolish yourself.