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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

Andreas Biesdorf

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Book Open access Oct 2026

IP-Preserving Enterprise System Modernization via LLM-Driven Specification Extraction and Multi-target Code Generation

A hybrid pipeline is presented in which local LLMs extract a formal four-view specification that keeps proprietary source code entirely on-premises, while cloud models generate target implementations from specifications only, never accessing the legacy codebase.

Andreas Biesdorf, Eckhard Seibert, Nicole Wengatz et al. · 1 citation

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