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Deployability-Centric Infrastructure-as-Code Generation: An LLM-based Iterative Framework
Tianyi Zhang, Shidong Pan, Zejun Zhang, Zhenchang Xing, Xiaoyu Sun
https://arxiv.org/abs/2506.05623

Deployability-Centric Infrastructure-as-Code Generation: An LLM-based Iterative Framework
Infrastructure-as-Code (IaC) generation holds significant promise for automating cloud infrastructure provisioning. Recent advances in Large Language Models (LLMs) present a promising opportunity to democratize IaC development by generating deployable infrastructure templates from natural language descriptions, but current evaluation focuses on syntactic correctness while ignoring deployability, the fatal measure of IaC template utility. We address this gap through two contributions: (1) IaCGen…