LangGraph Tool Calling: ToolNode, Parallel Tools, and Custom Tools

TLDR: Wire @tool, ToolNode, and bind_tools into LangGraph for agents that call APIs at runtime. 📖 The Stale Knowledge Problem: Why LLMs Need Runtime Tools Your agent confidently tells you the curren