
Engineering12 min read
LLM Function Calling: Give Any Model Real Tools
Give your LLM tools it can actually call. The exact function-calling request shapes for OpenAI, Claude, and Gemini — the tool-call loop, strict mode, and the failure modes that break production agents.
Md Badsha · 20 Oct 2026
