Optical networks need intent-driven, closed-loop agentic management, a key enabler for higher autonomy levels. We present the first T-API-compliant reasoning and act (ReAct) loop. We show that domain-specific composite tools achieve 90% oracle-validated correctness with threefold token savings compared to generic tools.

翻译：光网络需要意图驱动的闭环智能体管理，这是实现更高自治水平的关键要素。我们提出了首个T-API兼容的推理与行动（ReAct）循环。研究表明，相比通用工具，领域特定组合工具在实现90%甲骨文验证正确率的同时，可节约三倍的令牌开销。