3 papers
cs.AI2026
GraphMind: From Operational Traces to Self-Evolving Workflow Automation
Yiwen Zhu, Joyce Cahoon, Anna Pavlenko +13
Complex operational workflows coordinating personnel, tools, and information are central to system operations, yet end-to-end automation remains challenging due to extensive human…
cs.SE2026
Bigger Isn't Always Better: A Comparative Evaluation of LLMs for Automated Code Review
Shivam Pankaj Kumar, Swati Bararia, Kislay Raj
We present a systematic evaluation of five large language models on automated code review, comparing Claude Sonnet 4.6, Claude Haiku 4.5, GPT-5.4 mini, Minimax M2.7, and GLM-5 Turb…
cs.SE2026
ENCO: Life-Cycle Management of Enterprise-Grade Copilots
Yiwen Zhu, Mathieu Demarne, Kai Deng +12
Software engineers frequently grapple with the challenge of accessing disparate documentation and telemetry data, including TroubleShooting Guides (TSGs), incident reports, code re…