most citedAn Empirical Study of NetOps Capability of Pre-Trained Large Language Models

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cs.AI2026

An Empirical Study of Coordination Mode as the First-Class Citizen in From-Scratch Multi-Agent Coding

Yanyu Ren, Yunfeng Bai, Xizheng Wang +2

Multi-agent vibe coding promises to accelerate software development, yet existing benchmarks rely on synthetic environments that ignore practical time and monetary costs, conflate…