Why would bulbs in this DIY lamp keep burning out?
I notice that the failing bulb is next to your switch... so i'm suspecting damage from shaking the bulbs while turning them on and off. Which is a pity since I like the switch design... maybe you could redesign it as a wall-mounted switch? 

(I have an old gas key which I'm planning to adapt as the knob of a dimmer switch.)