No LangChain wrappers—built from scratch with our own architecture and memory system.3× faster than OpenClaw on engineering tasks, slashing token usage by 2/3.Powered by agent team-driven design, CoreLoopThree and MemoryRovol deliver engineering-grade task completion with maximum token efficiency.Token efficiency 3× higher than mainstream framework