Open-source GLM-5.1 debuts with major AI engineering advances. It autonomously handles 8-hour complex tasks like building a Linux desktop, surpassing top models in benchmarks including SWE-Bench Pro. The model excels at self-assessment, strategy optimization, and demonstrates significant potential for long-duration software development projects.