Database sharding, when does it really make sense?

i've been thinking about database sharding lately, you know. we're seeing some pretty big read/write growth, and our single instance is hitting its limits. i know sharding can solve scaling issues, but it adds a lot of complexity that feels pretty daunting. when did you guys decide sharding was the necessary evil. what were the key signs that pushed you over the edge from vertical scaling to horizontal