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Labs · under construction

Hands-on labs, in the making.

I'm building a set of practical security labs — each with objective, attack, defense, and detection. Nothing is published yet. Here's what I'm working toward, clearly marked so you know what's real.

Planned focus areas

AI Security

Building

Prompt injection, jailbreaks, and agent/MCP attack surface — tied to my AI-102 study.

Cloud Security

Planned

IAM, storage exposure, and misconfiguration hunting on AWS & Azure.

Web / AppSec

Planned

Auth, injection, SSRF, and API security walkthroughs.

Recon & OSINT

Building

The discovery techniques that power BugPartner, taught end to end.

Every item above is planned or in progress — none are published labs yet.