1 citations · 1 across the 1 of their papers we have counts for
4 papers
Detecting Silent Failures in Multi-Agentic AI Trajectories
Divya Pathak, Harshit Kumar, Anuska Roy +3
Multi-Agentic AI systems, powered by large language models (LLMs), are inherently non-deterministic and prone to silent failures such as drift, cycles, and missing details in outpu…
Unsupervised Cycle Detection in Agentic Applications
Felix George, Harshit Kumar, Divya Pathak +3
Agentic applications powered by Large Language Models exhibit non-deterministic behaviors that can form hidden execution cycles, silently consuming resources without triggering exp…
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…
Metric Criticality Identification for Cloud Microservices
Akanksha Singal, Divya Pathak, Kaustabha Ray +3
Modern cloud-native applications built on microservice architectures present unprecedented challenges for system monitoring and alerting. Site Reliability Engineers (SREs) face the…