Hi, I am James G. — AI Alchemist
Web Developer - Technical Writer
Creating psychology-inspired, intuitive web experiences and insightful learning content.
JMFG ToolingProfessional Software, Built Right
Production-grade desktop applications engineered with the same rigor I bring to cybersecurity.No half-measures. No compromises. Just tools that work.
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CYBERSEC
Wing Deployed
Interactive offensive security training. Learn real attack techniques through hands-on labs. From network infiltration to Active Directory exploitation.
🟣 PURPLE TEAM LAB
Bridge offensive and defensive security. Master tools from both perspectives.
🔴 RED: Attack → 🟣 PURPLE: Collaborate → 🔵 BLUE: Defend
Featured Hybrid Tools
OFFENSIVE PERSPECTIVE
Learn how attackers use these tools. Understand vulnerabilities, exploitation techniques, and attack chains.
DEFENSIVE PERSPECTIVE
Learn how defenders use these tools. Master detection rules, hardening techniques, and security validation.
Defend the Stack.Blue Team Defense & OWASP Web Security.
Pair the Red Team CYBERSEC Wing with a dedicated Blue Team Lab and OWASP Web Security hub. Learn how attackers move, then practice how defenders detect, triage, and harden real systems all inside jmfg.ca.
Practice these Red Team attacks on real vulnerable machines. 180+ active boxes to pwn.
The terminal built for this. AI command suggestions, workflows, and agent mode for offensive ops.
The AI code editor I switched to. Context-aware completions, chat, and agent mode for faster development.
Learn web application attack vectors. OWASP Top 10 vulnerabilities, tools, and testing methodologies.
Promoting our new tool to the dev team. Experience the next generation of development velocity.