LLM Function Calling and Tool Use: A Production Architecture (2026) Posted by By MPRAUTO MPRAUTO July 30, 2026Posted inAINo Comments LLM function calling explained: JSON-schema tool definitions, parallel tool calls, the agent loop, routing, validation and failure handling in a production tool-use architecture.