Merklebot aims to develop middleware that enables seamless integration across diverse hardware platforms, facilitating the deployment and management of AI applications at the edge. We create a developer tool to unlock the embodied AI revolution. We propose to enhance our existing open-source middleware, which is currently at version 0.0.6 and already supports both simple devices and complex robots. It acts as a bridge, ensuring AI deployments are more manageable and scalable.