Published onOctober 18, 2025Beyond Text Generation: How Agentic AI Systems Differ from Simple LLMsaillmagentsExplore the fundamental differences between simple LLM models and advanced agentic systems like Claude that can execute code, use tools, and interact with dedicated execution environments.