What are common failure modes of ReAct agents?

Common ReAct failures include infinite loops where the agent repeats the same action, hallucinated tool calls with invented arguments, getting stuck on impossible subtasks, losing track of the original goal, producing thoughts that ignore previous observations, and runaway costs from too many iterations. Mitigations include step limits, tool argument validation, explicit goal tracking, and cost budgets. ---