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arxiv:2506.12270

Cloud Infrastructure Management in the Age of AI Agents

Published on Jun 13, 2025
Authors:
Zhenning Yang ,
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Abstract

Large language model agents can automate cloud infrastructure management across SDKs, CLIs, IaC platforms, and web portals, though challenges remain.

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Cloud infrastructure is the cornerstone of the modern IT industry. However, managing this infrastructure effectively requires considerable manual effort from the DevOps engineering team. We make a case for developing AI agents powered by large language models (LLMs) to automate cloud infrastructure management tasks. In a preliminary study, we investigate the potential for AI agents to use different cloud/user interfaces such as software development kits (SDK), command line interfaces (CLI), Infrastructure-as-Code (IaC) platforms, and web portals. We report takeaways on their effectiveness on different management tasks, and identify research challenges and potential solutions.

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