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Xiao-Xuan Sun

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Review Sep 2026

Can AI Remediate Backend Failures Safely? GuardedAct with Blast-Radius-Aware Sandboxing

Large Language Models (LLMs) have shown promising capabilities in generating remediation actions for microservice failures. However, directly executing AI-generated repair actions in production risks cascading collateral damage. We propose GuardedAct, a sandbox-first remediation framework that interposes a blast-radius...

Wan-Rong Cai, Tian-Yu Yu, Shao-Rui Pi et al. · 0 citations

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