Module 01

AI-Assisted Recon & Attack-Surface Mapping

Turn days of enumeration into a prioritized attack surface. LLM-driven OSINT correlation, automated enumeration, and the judgment calls that decide what to look at first.

  • Scope an engagement and set AI's boundaries
  • Correlate OSINT and tool output into real leads
  • Prioritize findings like a senior operator
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Module 02

Hands-On Pentest Labs with AI

Network pentesting, web exploitation, privilege escalation and reporting — with AI in the loop at every phase, on lab targets that behave like production.

  • The full engagement arc: recon to report
  • AI-assisted exploitation you verify at each step
  • Findings triage — separating signal from AI noise
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Module 03

Security Automation & AI Tooling

Build the tools you'll reuse every week: custom scanners, Nuclei templates, AI-assisted triage pipelines, and reporting automation you can actually trust.

  • Write Nuclei templates with AI pair-programming
  • Build a triage pipeline for your own stack
  • Automate the report draft — then verify and sign it
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Module 04

Reporting & the Operator's Capstone

Write reports you can sign — AI drafts, you verify and own every word. Then run a complete engagement workflow end-to-end as your capstone.

  • AI-drafted reports you verify and stand behind
  • Root-cause narratives clients act on
  • Capstone: a full workflow, start to finish
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For Teams

Team Training for Companies

The same workflows, tailored to your environment: custom curriculum, your infrastructure as the lab, progress tracking, and ongoing coaching for your security team.

  • Curriculum built around your stack and risks
  • Team scenarios and measurable progress
  • Remote or on-site
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The Rhythm

Inside the Program

Every module follows the same rhythm — watch it run, build it yourself, break it on purpose, verify like it's production.

Watch a Real Workflow

A complete workflow runs end to end first — with the decision points called out as they happen.

Build It Yourself in the Lab

You rebuild the same workflow, step by step, in a lab that resets whenever you need it.

Break & Fix Scenarios

The lab breaks in realistic ways. You diagnose, you repair, and you learn where AI guesses wrong.

Verify Like an Operator

Every output gets the operator treatment: reproduce it, confirm it, decide what's signal.

How You'll Learn

No lecture slides. You work the way you'll work on Monday.

Hands-On Labs

Real targets, real tools, real time pressure. You break things, fix them, and keep the muscle memory.

Real Workflows

Every module mirrors a phase of an actual engagement — the same steps, the same decision points.

Verify Everything

AI output is a hypothesis until you've reproduced it. We grade the verification as hard as the finding.

1

Start Free

Experiments and early demos in the community.

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2

Learn Structured

You're here — the program's curriculum, module by module.

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3

Go Deeper

AI for Cyber Operations — the full program, labs and coaching.

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Coming Soon

AI for Cyber Operations

The complete program: the full engagement arc with AI in the loop, structured labs, and coaching. Join the waitlist to be first in.

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