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cs.LG2025
Causal AI-based Root Cause Identification: Research to Practice at Scale
Saurabh Jha, Ameet Rahane, Laura Shwartz +6
Modern applications are built as large, distributed systems spanning numerous modules, teams, and data centers. Despite robust engineering and recovery strategies, failures and per…
cs.AI2025★ 1 cited
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
Saurabh Jha, Rohan Arora, Yuji Watanabe +40
Realizing the vision of using AI agents to automate critical IT tasks depends on the ability to measure and understand effectiveness of proposed solutions. We introduce ITBench, a…