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arxiv_cs_ai ยท Jun 28, 2026 ยท paper

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A Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure Diagnosis

arxiv.orgJun 28, 2026
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LLM-based agents are reshaping microservice operations into AgentOps, where benchmarks are key to evaluating failure diagnosis over multimodal observability data. However, existing benchmarks remain largely outcome-or...

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