Function Calling

Tool Call Failures in LLM Agents: Why Functions Get Invoked With Bad Args

Function calling enables LLM agents to interact with APIs, databases, and external tools, but poorly formed arguments can cause unexpected failures. Learn why tool calls break, common causes of invalid parameters, and proven techniques for building reliable AI agents.