Do rings stack their bonus?

[lethal plume]

For example if I have two rings that increase my tool speed, will it do more than just one

[loud pagoda]

it does, but sometimes after game is loading a map or a scene, accessory will lose effect(it shouldn't though) and you will have to remove and put it on again