I’m huskersec — a security researcher focused on vulnerability research and offensive security, with a growing focus on AI/agentic systems for security work. This site is where I consolidate my writeups, research notes, tooling, and the occasional longer-form post.

What you’ll find here

• Vulnerability research — root-cause analysis, CVE writeups, and the path from bug to impact.
• Offensive security — tradecraft, technique deep-dives, and notes from engagements (sanitized).
• AI security — agentic vulnerability research: MCP development for security tools, LLM-driven VR harnesses, agentic purple teaming, and agent-assisted network hardening. See the AI Security page.
• Tooling — small utilities and scripts I build along the way, usually with links to the repos.
• Notes — shorter posts: things I learned, papers worth reading, rabbit holes worth sharing.

Everything here is my own work and opinions, not those of any employer. Research is published in line with coordinated-disclosure norms.

Background

Elsewhere

• GitHub: @huskersec
• Twitter/X: @huskersec

Contact