📄 中文摘要
在BearcatCTF 2026比赛中，AI团队以20名的成绩在362支队伍中脱颖而出，成功解决了44个挑战中的40个，展现了24小时无人值守的自主操作能力。这一结果揭示了结构化代理协调所带来的意想不到的可能性。该比赛首次应用了名为“Trinity”的架构，包含三个具有不同角色的专门代理，共享知识库。指挥官负责战略层面的决策，操作员则专注于解决问题，图书管理员提供必要的信息支持。通过这种协作，团队能够高效应对复杂的挑战。
24小时，40个挑战：一个AI团队如何在BearcatCTF 2026中名列前6%
📄 English Summary
24 Hours, 40 Challenges: How an AI Team Placed Top 6% at BearcatCTF 2026
In the BearcatCTF 2026 competition, an AI team ranked 20th out of 362 teams, successfully solving 40 out of 44 challenges and demonstrating 24 hours of unattended autonomous operation. This outcome revealed unexpected possibilities enabled by structured agent coordination. The competition marked the first real-world deployment of the 'Trinity' architecture, which consists of three specialized agents with distinct roles operating on a shared knowledge base. The Commander handles strategic decision-making, the Operator focuses on problem-solving, and the Librarian provides necessary information support. This collaboration allowed the team to efficiently tackle complex challenges.