Qwen3.7-Max Ran for 35 Hours on Unknown Hardware and Achieved a 10× Speedup
Summary
A case study of Qwen3.7-Max running autonomously for 35 hours on unfamiliar hardware, achieving a 10x speedup and 1,158 tool calls, with detailed benchmarks and discussion on environment scaling. The article emphasizes its applicability to agentic workflows and notes limitations such as proprietary weights and self-reported benchmarks.