KarmaBox transforms a set of disparate AI tools into a unified system that runs across all your devices. It creates a private compute pool from laptops, workstations, and remote GPUs, and coordinates agents, skills, and models through a central Superbrain layer that automatically routes tasks to the best available model or agent. Users can start workflows from a terminal and continue on mobile, trigger parallel agent execution, and keep agents running 24/7 on their own infrastructure to preserve data control and privacy. KarmaBox integrates cloud and local models (Claude, Codex, Gemini, local models, custom agents) without vendor lock-in and focuses on orchestration, automation, and secure on-premise execution.