@inproceedings{shamiullah-2026-failing, title = "Failing Agents Leave Traces: Telemetry Signatures for Multi-Tier Agent Evaluation", author = "Shamiullah, Muthaheera Yasmeena Belgur", editor = "Kamalloo, Ehsan and Gontier, Nicolas and Rozanov, Nikolai and Hashemzadeh, Maryam and Arora, Akhil", booktitle = "Proceedings of the Second Workshop for {RE}search on Agent Language Models ({REALM} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.realm-1.56/", pages = "816--831", ISBN = "979-8-89176-485-9" }