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AI 401: The Minds of Machines - Agent Architectures

Understand agent architectures: how different agent frameworks handle tools, planning, and execution

 

An "AI agent" is not a single entity but a system built around a specific architecture that dictates how it thinks, plans, and acts. Different frameworks offer different strategies for problem-solving. Understanding these core designs is key to building or selecting the right kind of agent for a task.

 

Related topics

 

  • Comprehend deep research mechanics: how multi-step search works, source evaluation, synthesis processes
  • Recognize which models support which tools: vision, web search, code execution, reasoning, file types, and API access
  • Troubleshoot common issues: context overflow, ambiguity misinterpretation, format confusion, tool failures

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