The paradigm of centralized artificial intelligence is rapidly evolving, giving rise to a compelling vision: decentralized intelligence. This shift envisions an ecosystem where agentic AI entities collaborate and interact autonomously, leveraging distributed computing power for enhanced fault-tolerance. Architecting such frameworks presents unique