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Michael Shechter

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Preprint Jul 2026

TAG: A Lightweight Framework for Test-Driven Agentic Artifact Generation

Generating structured artifacts with Large Language Models - e.g.\ database queries, threat framework mappings, entity schemas - is relatively straightforward; however, making them reliable enough for production deployments presents challenges. We present TAG, a lightweight framework based on a core principle: \textit{...

Yaniv Melamed, Yoni Zukerman, Michal Shechter et al. · 0 citations

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