Qwen3.7-Max's core strength lies in the breadth and depth of its agentic capabilities. In coding, it handles everything from front-end prototyping to complex multi-file engineering projects. For office and productivity work, it enables workflow automation through MCP integration and multi-agent collaboration. In long-horizon autonomous execution, it maintained coherent reasoning throughout a 35-hour, fully autonomous kernel optimization experiment involving over 1,000 tool calls — convincingly demonstrating its sustained, stable execution. Furthermore, it delivers consistently strong cross-framework generalization, performing reliably whether deployed in Claude Code, OpenClaw, Qwen Code, or other frameworks.