@HuggingPapers
CLI-Universe A principled engine that synthesizes verifiable terminal-agent tasks grounded in real-world materials. Qwen3-32B fine-tuned on just 6K trajectories hits 33.4% on Terminal-Bench 2.0, beating models 10x larger. https://t.co/pnsW46YaFM