Alibaba Cloud released Qwen3.7-Max on May 20 to handle long-horizon execution spanning several hours. The proprietary model targets coding and office automation without human intervention. It shifts focus from simple chat interfaces toward autonomous system capabilities. Developers can now deploy agents that manage complex, multi-step workflows independently to increase operational efficiency.