This submission is an artifact-backed systems paper describing the architecture of Karna, a self-hosted, chat-native personal AI assistant stack. It is submitted as a preprint/software architecture note. The paper does not claim model benchmark superiority. It documents implementation structure, channel-adapter design, gateway/runtime separation, memory/session considerations, and safety questions for multi-channel personal agents.
