LLM Tool Calling in Go: A ReAct-Style Agent Loop with Guardrails and Cost Control

Most of my agent projects in Go share one piece of code: the loop. The model looks at the conversation, decides to call a tool or answer, the program runs the tool, feeds the result back, and repeats.