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Which trait most clearly separates an AI agent from a single LLM invocation?
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beginner 25 min
Introduction to Agentic Engineering
Based on Anthropic Claude documentation and the CCA-F exam blueprint. Updated August 2026.
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Prerequisites:
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Place these in evolutionary order: LLMs → ? → ? → ?
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A team is deciding whether to build a fixed AI workflow or a full agent for a customer support system. The queries are mostly predictable (order status, returns) but occasionally require multi-step reasoning (complex billing disputes). Which approach best balances simplicity and flexibility?
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