Verified Tool Calls Improve LLM Agent Reliability Under Non-Atomic Failures

Isham Kalappurackal Mansoor, Abhishek Phadke, Pratip Rana

Large Language Model (LLM) agents rely on external tools to perform multistage tasks. Existing agent frameworks typically assume that tool calls are atomic and return binary succes…