According to God of Prompt on Twitter, LobeHub is pioneering a new approach in AI agent design by providing dedicated memory per agent, rather than relying on a global memory system that can lead to hallucinations and loss of context. This approach ensures that each AI agent maintains its own context isolation, resulting in more reliable and useful interactions over time. As reported by LobeHub, their solution enables long-term agent teammates to evolve with users and supports clear reinforcement learning signals and continual learning environments. The platform also facilitates multi-agent collaboration, allowing groups of agents to operate in parallel for faster and more cost-effective results. By supporting multiple AI models, LobeHub increases cost efficiency and adapts to diverse user scenarios, offering significant business opportunities in workflow automation and team augmentation.