Table of Contents

Reference

• Concepts Practical concept guide

Introduction

• Introduction 15 min read

Part I – The Minimal Governed Loop

• Chapter 1 – A Minimal Governed Loop 6 min read
• Chapter 2 – The Deterministic Sandwich 9 min read
• Chapter 3 – Validators: What Checks Can Establish 8 min read

Part II – Reliability Foundations

• Chapter 4 – The Stochastic Generator: Variance, Validation, and Feedback 9 min read
• Chapter 5 – The Bounded Refinement Loop: Convergence, Thrashing, and Finite Stopping 10 min read
• Chapter 6 – Context Architecture 10 min read

Part III – From Loop to System

• Chapter 7 – Mission Objects: From Intent to Activation 8 min read
• Chapter 8 – Map-Updaters: From Terrain to Map 7 min read
• Chapter 9 – The Maintenance Controller: Selection Before Action 6 min read

Part IV – Governance and Safe Evolution

• Chapter 10 – The Protected Control Plane 9 min read
• Chapter 11 – Automated Refactoring Under Guards 7 min read
• Chapter 12 – Governance for High-Rate Automation 8 min read

Part V – Enforceable Intent and Adaptive Capacity

• Chapter 13 – From Maps to Enforceable Constraints 6 min read
• Chapter 14 – The Torus: Governed Adaptation at Organizational Scale 11 min read

Part VI – Appendices

• Appendix A: Failure Modes and Limits 7 min read
• Appendix B: Core Vocabulary 8 min read
• Appendix C: Protocol and Object Model 5 min read

Back Matter

• Acknowledgements and About the Author 1 min read