Can you tell me where I may find more info on KDB or how this may compare to more traditional serving options for static resources, HLLs or anything that might fit well in a large tree.

I'm trying to understand exactly what its limitations are though, both in terms of what it can do and when it may be a poor candidate (when lower req/s is ok and greater flexibility is needed).