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AI Agent Design

AI agents are autonomous LLM-powered systems that perceive their environment, decide on actions, execute tools, observe outcomes, and iterate toward a goal. Effective agent design requires deliberate choices about the loop structure, tool schemas, memory strategy, failure modes, and evaluation methodology.

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