>> Have you done Android development?

Yes I have and I find Eclipse is awesome for Android development.

>> Have you ever changed a file outside of Eclipse? That's where the unreliability comes in.

Yes, I always turn on Auto-refresh in the Workspace settings. Works great, it should be on by default in all new workspaces I think.