Sudden increases are hard for any app. I just find it strange that, when you talk about Redis with such familiarity, you'd choose a new technology with 4 days to launch. An F1 car might be fast, but if I had to race one I'd end up in a wall.
In saying that, I'm quite envious of your job, that sounds pretty cool (until things go wrong).