Author

C. Escobar-Velasquez

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Book Open access Oct 2026

Towards Reliable Agentic Infrastructure Provisioning with LLMs

An LLM-based Infrastructure-as-Code workflow for Amazon Elastic Kubernetes Service (EKS) that combines retrieval-augmented generation (RAG) with a bounded validation-and-repair loop and shows that retrieval and repair have model-dependent effects.

Yhon Castañeda, C. Escobar-Velasquez · Proceedings of the 2nd Inter... · 0 citations

#large language models Jul 2026

Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality

The results show that English prompts do not consistently produce the best functional correctness or code quality, the impact of prompt language depends on both the programming language and the LLM, and generated code frequently mixes English with the prompt language in comments and string literals.

Saima Afrin, Alessandro Midolo, C. Escobar-Velasquez et al. · arXiv.org · 0 citations