Just bought a bunch of $MiroShark and $Aeon The first one is an open-source multi-agent simulation engine designed to turn documents and raw information into knowledge graphs, then generate thousands of personalized AI agents capable of simulating user behavior across social platforms and prediction markets. Think of it as a large-scale collective intelligence system. The applications are actually massive: • sentiment analysis • crisis/stress testing • synthetic data generation • market behavior simulation • autonomous decision modeling What makes the architecture interesting is the relationship between the two: Aeon acts as the execution layer (automation, operations, monitoring, promotion, self-iteration). MiroShark acts as the intelligence layer (agent simulation, collective reasoning, market prediction, complex decision analysis). One functions as the operating framework The other functions as the simulated “brain.” Together they form a self-reinforcing autonomous AI system. The dev behind it, Aaron Mars (@aaronjmars), is a Toronto-based AI researcher focused on the intersection of AI + crypto, with multiple open-source projects already shipped including MiroShark, Aeon Agent, and the AI personality framework soul.md. The GitHub activity is active, commits are frequent, and the entire stack is being built in public. Feels like one of those projects people dismiss early because it sounds too technical — until the market realizes it’s building actual AI coordination infrastructure instead of another chatbot wrapper.