How LLM tool use works: function calling under the hood
Tool use lets language models interact with the world by invoking functions defined by the developer. This article tears apart the request-response cycle, JSON schema negotiation, parallel tool calls, and the pitfalls every production integration hits.
llmfunction-callingtool-useapiai-engineering
16 July 2026