Learning paths
Structured routes to a role. Finish one and you've covered what the job actually asks for.
24 hours
SOC Analyst
Detect, triage, respond.
The defensive path: read logs like an analyst, write detections that survive tool churn, run a defensible investigation.
40 hours
Penetration Tester
Find it before they do.
The offensive path: fundamentals, web security, and a full multi-host Active Directory range.
16 hours
AI Security Engineer
Secure what nobody has secured yet.
The newest discipline: LLM attack surface, prompt injection, insecure output handling, least-privilege tool design.