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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

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Edervaldo José de Souza Melo

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#small language model Open access Oct 2026

MiND: Minimal Deterministic Middleware for Auditable Large Language Model Interactions

Large language models (LLMs) are increasingly embedded in research software, yet many integrations preserve only the visible prompt and answer while losing structured evidence about configuration, provider metadata, timing, failures, and the exact request procedure. MiND is an open-source, provider-neutral middleware t...

Edervaldo José de Souza Melo · 0 citations

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