Where should you start with saving weight on your bike?
#1 Rotating Weight
Wheels go first, doable look your tire setup then cranks.
#2 Base Components
Handlebar, stem, seat post
#3 Lastly
Replace wear items last, I try to save weight where I can but don't put on the lightest headset and bottom bracket if I'm going to wear through them twice as fast.