How do modern enterprise networks deploy durable digital workforces? Dive into our technical breakdown of Qwen 3.7-Max to explore its performance. Learn how this proprietary model demonstrates massive superiority in the Terminal Bench 2.0 tests and effortlessly executes multi-agent workflow through the MCP-Mark. We detail its capability to sustain consecutive runs conducted without human input for up to 35 hours, managing long-horizon computations that involve more than a thousand steps and 1,000+ tool calls. Explore the underlying architectural strategies, including its flexible format-invariant tool use, that prevent instruction drift over massive horizons.