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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

Harris Borman

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Jul 2026

Beyond Generalist LLMs: Specialist Agentic Systems for Structured Code Workflow Execution

This work introduces a specialist workflow for the transformation of Business Process Model and Notation diagrams into executable agentic workflows and finds that generalist agents generate code inconsistently in both functionality and quality, limiting their suitability for industrial settings where reliability and maintainability are essential.

Harris Borman, Herman Wandabwa, Fu-Sun Yu et al. · 0 citations

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