AIBullisharXiv – CS AI · 8h ago7/10
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Holmes: Multimodal Agentic Diagnosis for Mixed-Language Mobile Crashes at Industrial Scale
Holmes is a multi-agent AI system that automates root cause analysis for mobile app crashes in large-scale production environments by synthesizing runtime signals like stack traces and logs without requiring local reproduction. Deployed at WeChat, it achieves 87.6% accuracy in fault localization and reduces debugging time from hours to 77 seconds, demonstrating practical AI applications in enterprise software reliability.