Research Paper
Autonomous LLM Agents: Planning Loops, Tool Interfaces, and Failure Recovery
A comprehensive guide to autonomous LLM agent systems, explaining multi-step compound errors, ReAct loops, verbal reflection memory, Agent-Computer Interfaces, and failure recovery.