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Build Your Own AI Red Team

AI-Powered Security Agents—Understand Tomorrow's Attacks, Automate Today's Defenses

Attackers are already weaponizing AI agents. The security professionals who understand how—and can build the same capabilities under proper authorization—are the ones every enterprise fights to hire.

AI is transforming how offensive security work is designed, executed, and analyzed—on both sides of the fight. This masterclass, built for authorized security professionals, teaches you to build AI agents and multi-agent pipelines that support reconnaissance, triage, vulnerability discovery, reporting, and red-team/blue-team workflows. You'll create intelligent agents that automate parts of security testing while preserving safety, auditability, and human oversight. You'll build your first security agent, structure agentic workflows around artifacts and pipelines, and use AI to interpret results, prioritize findings, and slash manual triage. Throughout, the emphasis is on governance, authorization controls, resilience, and transparency—understanding not just where AI adds value in security work, but where it introduces operational and security risk. You'll finish with a clear framework for integrating AI into day-to-day security work responsibly.

FROM
API Consumer
$100K-$150K · Replaceable Skills
TO
Model Builder
$250K-$400K · Irreplaceable
9 weeks · 50 hours · Own your model weights forever
Why It's a Masterclass, Not a Course

AI Hyper-Personalizes Your Experience

This isn't a one-size-fits-all course. It's assessed to your gaps, adapted to you, and finished with a custom deliverable you build and own.

01Before You Start

Pre-Masterclass Assessment

You begin with an AI-driven assessment that maps what you already know against everything this masterclass covers. We pinpoint your knowledge gaps up front—so your time goes only where it moves the needle.

02During

An AI-Personalized Path

Your results reshape the masterclass around you. The AI aligns the material, examples, and pace to close your specific gaps—so a fixed curriculum becomes a path built for exactly one person: you.

03Your Outcome

A Custom Deliverable You Own

You don't leave with a certificate—you leave with a real, working artifact built for your goals. In "Build Your Own AI Red Team," that means a deliverable you can ship, show, and build on. Something you made, not just something you watched.

Proven Transformation Results

Real outcomes from students who completed The LLM Sovereignty Stack™ and built their competitive moats

📈 Career Transformation

75%
Promoted to Senior+ within 12 months
$80K-$150K
Average salary increase
90%
Report being 'irreplaceable' at their company
85%
Lead AI initiatives after completion

💰 Business Impact

$150K/year
Average API cost savings from owning model weights
70%
Eliminate third-party model dependencies entirely
60%
Raise funding citing proprietary technology as moat
3-6 months
Average time to ROI on course investment

What You'll Actually Build

🏗️
Complete GPT
4,000+ lines of PyTorch
🧠
Attention
From scratch, no libraries
📊
Training
100M+ tokens
🎯
Classification
95%+ accuracy
💬
ChatBot
Instruction-following

Choose Your Path to Mastery

All modalities include the complete LLM Sovereignty Stack™. Choose based on your learning style and goals.

Self-Paced Mastery

$1,497
Lifetime Access
Self-directed learners
  • All 8 modules available immediately
  • Lifetime access to content and updates
  • Community support and code reviews
  • Monthly live office hours
Most Popular

8-Week Live Cohort

$5,997
12 Weeks
Engineers wanting accountability
  • Weekly live workshops with Dr. Lee
  • Reviews of your authorized security agents
  • Direct instructor access
  • Graduation certificate
  • Alumni network access

Founder's Edition

$17,997
6 Months
Founders & technical leaders
  • One-on-one mentorship with Dr. Lee
  • Security agent architecture for YOUR team
  • Governance and authorization design review
  • 90-day satisfaction guarantee

5-Day Immersive Bootcamp

Executive intensive format. Build a security pipeline in one week. Live governance and scoping labs.

Course Curriculum

8 transformative steps · 35 hours of hands-on content

1

Module 1: AI in Offensive Security

5 lessons · Shu-Ha-Ri cycle

  • How AI Is Reshaping Offensive and Defensive Security
  • Authorization First: The Ethics and Legality of AI Security Work
  • Where AI Adds Value—and Where It Adds Risk
  • The Agentic Security Workflow at a Glance
  • Your Responsible-AI Security Roadmap
2

Module 2: Building Your First Security Agent

5 lessons · Shu-Ha-Ri cycle

  • Why One-Off LLM Calls Break Down in Dynamic Environments
  • The Anatomy of a Security Agent
  • Guardrails and Scope Enforcement from Line One
  • Logging Everything: Auditability by Design
  • Hands-On: Build a Scoped, Auditable Security Agent
3

Module 3: LLMs for Reconnaissance

5 lessons · Shu-Ha-Ri cycle

  • Automating Recon with Language Models
  • Structuring and Enriching Recon Data
  • Rate Limits, Noise, and Staying in Scope
  • Turning Raw Recon into Actionable Signal
  • Hands-On: Build a Recon Agent
4

Module 4: Triage & Vulnerability Discovery

5 lessons · Shu-Ha-Ri cycle

  • AI-Assisted Triage: Prioritizing What Matters
  • Vulnerability Discovery with LLM Reasoning
  • Reducing False Positives Without Missing Real Issues
  • Confidence Scoring and Human Escalation
  • Hands-On: Build a Triage and Discovery Agent
5

Module 5: Artifacts & Pipelines

5 lessons · Shu-Ha-Ri cycle

  • Artifacts: The Shared Memory of Agentic Security Work
  • Structuring Multi-Step Security Pipelines
  • Passing State Safely Between Stages
  • Reproducible, Reviewable Workflows
  • Hands-On: Build an Artifact-Driven Pipeline
6

Module 6: Multi-Agent Security Pipelines

5 lessons · Shu-Ha-Ri cycle

  • Orchestrating Specialized Security Agents
  • Coordination Patterns for Recon, Triage, and Reporting
  • Shared Artifacts Across an Agent Team
  • Preventing Cross-Agent Scope Creep
  • Hands-On: Orchestrate a Multi-Agent Security Pipeline
7

Module 7: Reporting & Blue-Team Workflows

5 lessons · Shu-Ha-Ri cycle

  • AI-Assisted Reporting That Humans Trust
  • From Findings to Prioritized Remediation
  • Feeding Offensive Findings into Blue-Team Defenses
  • Communicating Risk to Non-Technical Stakeholders
  • Hands-On: Automate a Security Report
8

Module 8: Failure Modes, Resilience & Governance

5 lessons · Shu-Ha-Ri cycle

  • How Agentic Security Systems Fail
  • Resilience and Recovery in Automated Testing
  • Auditing Agent Decisions After the Fact
  • The Governance Framework for AI in Security Work
  • Capstone: Ship an Authorized, Auditable Security Pipeline

Production-Grade Tech Stack

Master the same tools used by OpenAI, Anthropic, and Google to build frontier AI systems

PythonLLM APIsMCPSecurity ToolingMulti-Agent FrameworksAudit Logging

Frequently Asked Questions

Is this masterclass ethical / legal to take?

Yes—it is built for authorized security professionals doing sanctioned work: pentesting engagements, red-team/blue-team exercises, and defensive research. Every module emphasizes authorization controls, scope enforcement, auditability, and human oversight. It is not a guide to unauthorized attacks.

Who is this for?

Security engineers, pentesters, and red/blue-team members who want to understand AI-powered attacks and safely automate parts of their authorized workflows. Intermediate Python and a security background are assumed.

How does this connect to the agent masterclasses?

It applies the agent-building skills from Build Your Own Autonomous AI Agent and the coordination patterns from the multi-agent courses to the security domain—with governance and auditability elevated to first-class requirements.

Stop Renting AI. Start Owning It.

Join 500+ engineers and founders who've gone from API consumers to model builders—building their competitive moats one step at a time.

Command $250K-$400K salaries or save $100K-$500K in annual API costs. Own your model weights. Build defensible technology moats. Become irreplaceable.

Starting at
$1,497

Self-paced · Lifetime access · 30-day guarantee

Start Your Transformation

This is not just education. This is technological sovereignty.

30-day guarantee
Lifetime updates
Zero API costs forever