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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ahmed M. Abdelmoniem

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Preprint Aug 2026

ProgRouter: Online Progress-Guided Orchestration for Multi-Agent LLM Workflows under Quality-Cost Tradeoffs

ProgRouter is presented, an online progress-guided routing framework that adaptively selects LLM agents across workflow steps to preserve task-solving quality while adhering to time and cost budgets and reduces the operating cost relative to key baselines while maintaining strong task-solving performance.

Songyuan Li, Ahmed M. Abdelmoniem, Shi-Qiang Wang · 0 citations

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