Function calling explained: how LLM tools work in production Function calling lets LLMs trigger your code via JSON schemas. How the loop works, when to use it over plain prompting, and the pitfalls most builders hit. Jul 10, 2026 · 7 min read glossaryfunction-callingtool-use