How Agentic AI Systems Execute Multi-Step Workflows (Architecture + Stack)
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You've probably used ChatGPT or Claude to answer a question. That's a single-turn interaction, you ask, it answers, done. Agentic AI is different. It doesn't just answer, it plans, acts, observes, and iterates until a goal is achieved. This article breaks down exactly how that works: the architecture, the components, the stack, and the tricky parts nobody talks about. What Makes a System "Agentic"? A system is agentic when the LLM isn't just generating text, it's making decisions th