PULLING
THREADS
Exploring security, AI systems, software engineering, and the ideas that emerge when you start pulling on a thread.
Current Threads
FlowBusters
A Playwright MCP-powered project for uncovering business logic flaws by recording workflows, mapping state transitions, and generating adversarial probes.
View Project →Offensive Security
Application security, attack paths, adversarial thinking, and practical security research.
Continuous Learning
OSCP journey, technical experimentation, and growing across different domains.
Recent Notes
Notes coming soon.
Thoughts on security, AI, engineering, leadership, and the threads worth following.
About
I am a Red Team Engineer with a background in software engineering and test automation.
I enjoy exploring how security, AI, and complex systems intersect. Pulling Threads is a place for projects, technical notes, experiments, and ideas worth investigating.