When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling. - Niful Islam; Ragib Shahriar Ayon; Deepak-George Thomas; Shibbir Ahmed; Mohammad Wardat (CoRR, 2026)