Production-Grade Autonomous Agent Architecture: Memory Hierarchy, Constrained Tool Calling and Anti-Recursion Safety Mechanisms

Most public tutorials about autonomous agents focus heavily on capability display: calling external tools, decomposing simple tasks, and end-to-end demo workflows. Few authors dive into the underlying