MAS v8.5 Open-source Personal Operating System for Human-AI Co-Evolution. Core components: 🧠 PEML (Predictive Embodied Meta-Learning) ML for your life 🎡 Eight-Handled Wheel Protocol Adapt, don't just grind 💥 Anti-Fragile Failure Taxonomy Failures become fuel 🤖 Second Brain Integration AI as exoskeleton Named after Mahoraga (JJK). For builders who ship too much, optimize too little. Upgrade your legacy code. 🌀