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The guide emphasizes Chain-of-Thought (CoT). This technique forces the AI to "think out loud" before providing a final answer. This transparency reduces hallucinations and ensures the logic is sound before the agent takes a high-stakes action. Tool Use and Function Calling

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Memory: Short-term memory (context window) and long-term memory (vector databases) that allow the agent to learn from past actions. The guide emphasizes Chain-of-Thought (CoT)

To understand the "Extra Quality" content found in the Agentic AI Bible, one must look at the four primary architectural pillars: the agentic ai bible pdf extra quality