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最近一次命中来自 Terminal and SWE Agents:Unlocking Model Potentials Through Adaptive Multi-Agent Scaffolding for Efficient Issue Resolution
按日期回看匹配到这个关键词的论文标题,并保留来源 feed 信息。
Resolving issues with ambiguous and incomplete descriptions, particularly concerning complex bugs, requires a sophisticated, long-horizon workflow. Agents must navigate codebases…
We present Phoenix, a multi-agent LLM system that resolves GitHub issues from triage through pull-request creation, combining seven layered safety controls with a baseline-aware t…
Recent advances in coding agents have shown remarkable progress in software issue resolution. In practice, real-world issues are typically bug fixes or feature requests in which h…
Coding agents powered by large language models are increasingly expected to perform realistic software maintenance tasks beyond isolated issue resolution. Existing benchmarks have…