Build an Autonomous AI Red Team Agent from Scratch | LangGraph + Metasploit + Neo4j Full Tutorial

The Gradient Path ยท Intermediate ยท๐Ÿ” Cybersecurity ยท3mo ago
๐Ÿ”ด REDAMON: Build Your Own AI-Powered Red Team Agent | Complete Open Source Tutorial In this comprehensive tutorial, I'll guide you step-by-step on how to build a fully autonomous AI agent that performs complete penetration testing - from reconnaissance to exploitation to post-exploitation - with zero human intervention. You will NOT find anything like this anywhere else on the internet. And the best part? The complete repository with all source code is FREE. ๐Ÿ“Œ WHAT YOU'LL LEARN: โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” โ€ข Manual penetration testing methodology (CVE-2021-41773 Apache exploitation) โ€ข AI-automated security assessment with autonomous decision making โ€ข Complete system architecture design and implementation โ€ข Deep dive into every component with code explanations ๐Ÿ• TImestamps: โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” 00:00 Introduction to Automated AI Penetration Testing 00:39 Overview of Red Diamond Framework 00:55 AI System Demonstration 01:34 Reconnaissance Pipeline Explained 02:50 AI Agent's Capabilities and Workflow 03:51 Tutorial Structure and Important Reminders 05:46 Manual Penetration Testing Methodology 17:51 Exploiting Vulnerabilities with Metasploit 34:43 AI Agent vs. Human Pen Tester 43:18 System Architecture and Components 52:22 Understanding the HTT PX Probing Process 53:28 Initiating the Scan: Step-by-Step Guide 53:52 Phase One: Domain Discovery 55:26 Phase Two: Port Scanning with Nabu 56:27 Phase Three: HTTP Probing 57:45 Phase Four: Resource Enumeration 58:53 Phase Five: Vulnerability Scanning 01:01:23 Configuring Scan Parameters 01:17:00 AI Agent Orchestrator: The Heart of Redon 01:46:28 Final Thoughts and Ethical Considerations ๐Ÿ”— RESOURCES: โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” โ€ข GitHub Repository: https://github.com/samugit83/redamon โ€ข PentestMCP Research Paper: https://arxiv.org/pdf/2510.03610 ๐Ÿค– AI/ML TECHNOLOGIES: โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” โ€ข LangGraph - Agentic graph orchestration engine โ€ข LangChain - LLM framework integration โ€ข ReAct Pattern - Reasoning and Acting autonomous loop โ€ข OpenAI
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Chapters (20)

Introduction to Automated AI Penetration Testing
0:39 Overview of Red Diamond Framework
0:55 AI System Demonstration
1:34 Reconnaissance Pipeline Explained
2:50 AI Agent's Capabilities and Workflow
3:51 Tutorial Structure and Important Reminders
5:46 Manual Penetration Testing Methodology
17:51 Exploiting Vulnerabilities with Metasploit
34:43 AI Agent vs. Human Pen Tester
43:18 System Architecture and Components
52:22 Understanding the HTT PX Probing Process
53:28 Initiating the Scan: Step-by-Step Guide
53:52 Phase One: Domain Discovery
55:26 Phase Two: Port Scanning with Nabu
56:27 Phase Three: HTTP Probing
57:45 Phase Four: Resource Enumeration
58:53 Phase Five: Vulnerability Scanning
1:01:23 Configuring Scan Parameters
1:17:00 AI Agent Orchestrator: The Heart of Redon
1:46:28 Final Thoughts and Ethical Considerations
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