
The promise of a truly decentralized internet has long been shadowed by the immense operational complexity required to run it at a global scale, a challenge that human oversight alone can no longer meet. As decentralized networks grow more intricate, the very principles of autonomy and resilience they champion are tested by the limitations of manual intervention. This friction has










