A dynamic pattern where the agent alternates between thinking (reasoning about the current state) and acting (calling a tool or querying a database). Pillar III: Tool Integration (The Action Layer)

Deconstructs large goals using methodologies like Chain-of-Thought (CoT) or Tree-of-Thoughts (ToT). Memory Systems:

The agent's ability to "see" and interact with external data sources and software environments.

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