Tagging vs. Categories

I’m beginning to really hate categories. I have too many, and yet there are never enough. On the other hand, I’m loving the Flickr/Delicious model of tagging – and want to adopt it here. Haven’t found a plugin I like yet. If there are any recommendations out there, or if there is a strong reason to stick with categories, I’d like to hear it.