Training Pathways
Start With the Work You Want to Do
| Your Starting Point | Choose | What You’ll Practice |
|---|---|---|
| I know basic programming and Windows, but I’m new to reversing | Everyday Ghidra | Static analysis, data types, scripting, and live debugging |
| I can reverse binaries and want to investigate vulnerabilities | Patch Diffing in the Dark | Explore vulnerability research with a manual-first approach, guided by real Windows CVEs |
| I’m comfortable with RE and want to build AI workflows | Agentic RE | Private AI stacks, MCP tools, orchestration, and evaluation |
| I have RE/VR experience and want to direct agents through Windows research | Windows Agentic VR | Static and dynamic investigation, agent teams, and CVE-to-PoC validation |
New to programming as well as RE? Ask about preparation before booking. Everyday Ghidra is an introduction to reversing, with basic programming and Windows knowledge expected.
Two Tracks
Manual-First: Everyday Ghidra and Patch Diffing in the Dark build the analysis craft by hand. AI becomes an accelerator once you can reason about the results yourself.
AI-Native: Agentic RE and Windows Agentic VR start with AI orchestration. You bring RE experience; the courses teach you to connect tools, build workflows, and check their output. Prior AI expertise is not required for Agentic RE.
These are complementary paths. Experienced researchers can enter where the material fits; completing every earlier course is not required.
How the Courses Connect
The dotted paths show possible next steps. They do not indicate a required bundle or an announced delivery date.
Platform Specializations
Windows Agentic VR is an advanced AI-Native course. Its course page covers the four-part outline, prerequisites, and CVE-to-PoC capstone. Agentic RE or equivalent workflow experience, plus Windows RE and debugging skills, is the recommended preparation.
Apple Agentic VR is coming soon: the same agentic VR methodology, applied to Apple platforms. Dates and prerequisites will be announced; Windows Agentic VR is not a prerequisite. Join the newsletter to hear first.
Patch Diffing in the Dark remains the Manual-First Windows research course. Learning to explain a bug yourself remains useful when directing agents to investigate it.
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