Build and Runes
Punish her for missing her stun.
Avoid fighting in small pathways in the jungle because of her wall and AOE abilities.
Try to CC(silence, stun, knock-up, displacement) her during her ultimate to interrupt it.
Focus her in teamfights if she builds squishy.
Anivia can still teleport in egg form.