Why Agentic Workflows Fail: A Taxonomy Derived from Literature and Empirical Data

Xin Li, Rami Bahsoon, Tao Chen

Agentic workflows combine large language models with planning, memory, tools, execution environments, and iterative feedback. Their failures are difficult to diagnose because the s…