Agent Loops in Python

What actually happens between an LLM call and a tool call: the read-act-observe loop that turns a plain language model into an agent.

Tool Calling with LangChain

How create_agent and the @tool decorator collapse a hand-rolled tool-calling loop into a few lines, and what that trade-off actually costs you.