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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Sunghyun Choi

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#natural language process... May 2026

Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems

Librarian, a persistent search sub-agent that tracks repository-search history and suppresses redundant exploration actions across agents is proposed, which reduces per-episode GPU energy consumption of existing multi-agent SWE systems while preserving task performance.

Seunghyuk Cho, Sunghyun Choi, Jaeseung Heo et al. · 0 citations

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