The native tool calling loop repeats by having the LLM emit tool calls, executing those tools, observing results, and then continuing the cycle.

4. Native tool calling loop:

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

LLM emits tool_calls → execute tools → observe → repeat

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Native tool calling loop

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md