Explain how to eliminate non-deterministic behavior when models interact with transactional enterprise systems. Detail the strict parameter tunings required: setting temperature=0.0, enabling greedy decoding (top_k=1), and enforcing strict JSON schemas on model outputs. Explain how to isolate functional, high-risk tools (like mathematics or database writes) from unstructured search and RAG tools to avoid plan-phase confusion. Describe the "AgentTool Wrapper Pattern," which wraps complex tool configurations inside isolated, specialized sub-agents with dedicated, clean interfaces.
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