I didn't come last!
It seems some people were confused about what to do so here's some more explanation. The point is that you can't search everyone but you have to click multiple times to complete a search at which point they are either let go or sent to jail. At the end you're presented with some stats about how you did. I guess making a game that isn't necessarily supposed to be fun is a bad idea for PyWeek success.