Why LLM Agents Need Three Nested Loops to Stay Reliable
LLM agents aren’t a single feedback cycle; they consist of three nested loops— inference, tool-use, and environment—that together drive autonomy. Understanding each loop clarifies why agents succeed or fail, and gives engineers a blueprint for building more reliable, self‑directed systems.