Table of Contents

1. Chapter 1 — The Flow of Thought: How Agents String Ideas Together
2. Chapter 2 — The Brain’s Switchboard: How Agents Decide Where to Go Next
3. Chapter 3 — The Brain’s Multi-Threading: How Agents Juggle Many Things at Once
4. Chapter 4 — The Inner Critic: How Agents Learn to Check Themselves
5. Chapter 5 — Extending the Mind: How Agents Reach Beyond Themselves
6. Chapter 6 — The Brain’s Forward Simulation: How Agents Learn to Look Ahead
7. Chapter 7 — The Social Brain: How Agents Learn to Work Together
8. Chapter 8 — Remembering and Forgetting: How Agents Manage Experience
9. Chapter 9 — Learning and Adaptation: How Agents Reshape Themselves Through Experience
10. Chapter 10 — Shared Language for Tools: How Agents Extend Themselves Beyond the Brain
11. Chapter 11 — The Prefrontal Cortex of Agents: How Goals and Feedback Drive Intelligent Behavior
12. Chapter 12 — The Prefrontal Override: Human-in-the-Loop as Cognitive Control for Agents
13. Chapter 13 — The Hippocampal Recall: Knowledge Retrieval (RAG) as the Memory System of Agents
14. Chapter 14 — The Social Brain of Agents: Inter-Agent Communication (A2A)
15. Chapter 15 — The Metabolic Brain of Agents: Resource-Aware Optimization
16. Chapter 16 — The Prefrontal Cortex of Agents: Reasoning Techniques
17. Chapter 17 — The Brain’s Inhibitory System: Guardrails and Safety Patterns
18. Chapter 18 — Metacognition: Evaluation and Monitoring in Agents
19. Chapter 19 — Exploration and Discovery: Curiosity in Agents