Build an Autonomous AI Red Team Agent from Scratch | LangGraph + Metasploit + Neo4j Full Tutorial
๐ด 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.
๐ WHAT YOU'LL LEARN:
โโโโโโโโโโโโโโโโโโโโโ
โข Manual penetration testing methodology (CVE-2021-41773 Apache exploitation)
โข AI-automated security assessment with autonomous decision making
โข Complete system architecture design and implementation
โข Deep dive into every component with code explanations
๐ TImestamps:
โโโโโโโโโโโโโโโโโโโโ
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
๐ RESOURCES:
โโโโโโโโโโโโ
โข GitHub Repository: https://github.com/samugit83/redamon
โข PentestMCP Research Paper: https://arxiv.org/pdf/2510.03610
๐ค AI/ML TECHNOLOGIES:
โโโโโโโโโโโโโโโโโโโโโ
โข LangGraph - Agentic graph orchestration engine
โข LangChain - LLM framework integration
โข ReAct Pattern - Reasoning and Acting autonomous loop
โข OpenAI
Watch on YouTube โ
(saves to browser)
Sign in to unlock AI tutor explanation ยท โก30
More on: AI Security
View skill โRelated AI Lessons
โก
โก
โก
โก
Inside Consumer DVRs โ Hardware, Firmware & Network Security Evaluation
Medium ยท Cybersecurity
Cรณmo construimos un SOC con honeypot e IA local
Dev.to ยท Yoandy Ramirez Delgado
Credentials in web applications: how to store them properly
Dev.to ยท Ian Johnson
XSS Nedir ve Neden Hรขlรข Tehlikeli? | Bir Siber Gรผvenlik รฤrencisinin Notlarฤฑ
Medium ยท Cybersecurity
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
๐
Tutor Explanation
DeepCamp AI