# AOS-Bench: Can LLM Agents Manage Dynamic Workloads?

**Published:** October 27, 2026
**Author:** Erle Zhu, Genrui Zhang, Keyang Hu, Mingyu Su, Hongning Wang
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/aos-bench-can-llm-agents-manage-dynamic-workloads

arXiv:2610.33178v2 Announce Type: new Abstract: Coding agents are moving from handling one request at a time to serving as persistent assistants to which users hand a stream of work: a build, a data-processing job and a bug fix may all be pending on the same machine at once.…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.33178)

**Tags:** #arXiv

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