Pathfinding Labs
Hands-on AWS IAM privilege escalation labs and writeups. Good if you want cloud security practice that feels real.
Open resource →
FROM AROUND THE WEB
Good things I've found around the web.
Always growing
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Free tools, labs, courses, and guides I've found around the web and think are worth your time. None of these are mine, I just rate them.
KubeArmor AI Security CTF
A browser-based CTF for prompt injection, agent hijacking, and hidden API risks. Practical reps for modern AI attack paths.
Open resource →OWASP FinBot CTF
An agentic AI security CTF from the OWASP GenAI Security Project. Think hands-on practice for AI agents, tools, and failure modes.
Open resource →OWASP Top 10 for LLM Applications
The common risk list for LLM apps. A useful starting point for builders, defenders, and anyone trying to name the risks clearly.
Open resource →TryHackMe
Beginner-friendly rooms and learning paths for security fundamentals, blue team, red team, web, cloud, and more.
Open resource →PortSwigger Web Security Academy
Free web security labs from the Burp Suite team. Great for learning vulnerabilities by actually exploiting them in safe labs.
Open resource →Google Machine Learning Crash Course
A free intro to machine learning concepts, with short lessons and exercises. Good for building basic AI literacy.
Open resource →Elements of AI
A free, non-intimidating course for understanding what AI is, what it can do, and where the limits are.
Open resource →CyberSeek Career Pathway
A helpful map for exploring cybersecurity roles, skills, and paths. Useful when job titles start sounding like alphabet soup.
Open resource →No matches here yet. I am adding more as the library grows.
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