Agentic AI for Cybersecurity: Building Autonomous Defenders, Hunting Advanced Threats, and Orchestrating Human-in-the-Loop Security Operations

James Falkner

Shift from reactive alert triage to proactive, autonomous threat hunting using practical agentic AI frameworks. Move beyond automation buzzwords and design intelligent systems that perceive, reason, and act alongside human analysts. This actionable...

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Opening Credits

1/10/2026

Chapter 1: From Automation to Agency Transforming the Security Stack

1/10/2026

Chapter 2: Designing the Security Agent Mind Goals, Tools, and Environments

1/10/2026

Chapter 3: Autonomous Monitoring and Triage Turning Alert Floods into Focused Work

1/10/2026

Chapter 4: Agentic Forensics and Investigation Deep Dives at Machine Speed

1/10/2026

Chapter 5: Proactive Defense Agents Threat Hunting, Red Teaming, and Continuous Assurance

1/10/2026

Chapter 6: Agents in the Hot Zone Orchestrating Incident Response and Resilience

1/10/2026

Chapter 7: Inside Aurora Systems A Fictional Enterprise Builds Its First Security Agents

1/10/2026

Chapter 8: Failures, Edge Cases, and Course Corrections Lessons from the Aurora Pilot

1/10/2026

Chapter 9: Evaluating and Defending the Agents Metrics, Attack Surfaces, and Governance

1/10/2026

Chapter 10: Your Roadmap to Autonomous Security Operations Starting Small and Scaling Safely

1/10/2026

Closing Credits

1/10/2026