{"id":"2608.28281","title":"LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering","url":"https://codeofpaper.com/paper/2608.28281","arxiv_url":"https://arxiv.org/abs/2608.28281","published":"2026-08-28","code":"official","best":{"full_name":"AMAP-ML/LoopArena","url":"https://github.com/AMAP-ML/LoopArena","tier":"official","stars":152,"license":"Apache-2.0","framework":null,"language":"Python","last_commit":"2026-10-15T05:40:54"},"most_starred_community":null,"implementations":[{"full_name":"AMAP-ML/LoopArena","url":"https://github.com/AMAP-ML/LoopArena","tier":"official","stars":152,"license":"Apache-2.0","framework":null,"language":"Python","last_commit":"2026-10-15T05:40:54"}],"possible_matches":0}