Abstract


Large language model (LLM) agents are rapidly transitioning from research prototypes to production deployments, yet existing agent frameworks remain fundamentally oriented toward individual task completion rather than organizational collaboration. Current platforms—including LangChain, AutoGen, and CrewAI—provide sophisticated tools for...