180 citations · 185 across the 6 of their papers we have counts for
4 papers · 1 filter
From Anomalies to Failures: Constructing Causal Error Graphs for Agentic Trace Diagnosis
Shu-Xun Yang, Yidong Wang, Zhuoer Feng +7
LLM-driven agents are increasingly deployed in complex applications, where long agentic traces make failures difficult to diagnose. Existing trace diagnosis methods often conflate…
MTAC-IFBench: Benchmarking Instruction-Following in Multi-Turn Agentic Coding
Bosi Wen, Cunxiang Wang, Jiayi Gui +6
Recently, the rapid development of large language models (LLMs) has reshaped software engineering by enabling autonomous code agents that plan, execute, and utilize external tools…
TraceSIR: A Multi-Agent Framework for Structured Analysis and Reporting of Agentic Execution Traces
Shu-Xun Yang, Cunxiang Wang, Haoke Zhang +12
Agentic systems augment large language models with external tools and iterative decision making, enabling complex tasks such as deep research, function calling, and coding. However…
GLM-5: from Vibe Coding to Agentic Engineering
GLM-5-Team, :, Aohan Zeng +184
We present GLM-5, a next-generation foundation model designed to transition the paradigm of vibe coding to agentic engineering. Building upon the agentic, reasoning, and coding (AR…