Lilly Tech Systems
Autonomous Security Agents
Explore the cutting edge of AI-driven security with autonomous agents. Learn agent architectures, automated threat response, self-healing systems, vulnerability management, autonomous penetration testing, and multi-agent orchestration.
Your Learning Path
Follow these lessons in order, or jump to any topic that interests you.
1. Introduction
What are autonomous security agents? Evolution from automation to autonomy, capabilities, and limitations.
2. Agent Architecture
LLM-powered agent frameworks, tool use, memory systems, planning, and reasoning for security tasks.
3. Threat Response
Autonomous incident response, self-healing systems, automated containment, and adaptive defense.
4. Vulnerability Management
AI-driven vulnerability scanning, automated patching, risk prioritization, and compliance validation.
5. Orchestration
Multi-agent systems, agent communication, task delegation, autonomous pen testing, and coordination.
6. Best Practices
Safety guardrails, trust boundaries, human oversight, ethical considerations, and deployment strategies.
What You'll Learn
By the end of this course, you'll be able to:
Design Agent Systems
Architect autonomous security agents with appropriate tools, memory, and reasoning capabilities.
Automate Response
Build self-healing systems that detect, contain, and remediate threats without human intervention.
Manage Vulnerabilities
Deploy AI agents for continuous vulnerability scanning, prioritization, and automated patching.
Orchestrate Agents
Coordinate multiple security agents for comprehensive autonomous defense and testing.