Do you use Function Calling or use Intent Recognition + Internal Orchestration?

For production workflows, I’d usually let the LLM handle intent and parameter extraction, then keep state, retries, permissions, and side effects in deterministic orchestration. Tool calling is still a good contract, but I wouldn’t make the model the workflow engine for anything business-critical