Penetration
testing.
Studying how attackers move through web applications, APIs, and environments. Exploring access controls, documenting weaknesses, and understanding remediation in authorized settings.
Exploring penetration testing, AI security, and practical integrations—with a focus on understanding risk and building useful systems.
Explore our focusClient services are not currently available.
Trace how access is granted. Test what can cross it.
Conceptual workflow · not a live assessmentOur areas of focus bring security testing and implementation into the same conversation: understanding how systems fail and how to build them thoughtfully.
Studying how attackers move through web applications, APIs, and environments. Exploring access controls, documenting weaknesses, and understanding remediation in authorized settings.
Exploring useful connections between AI, tools, data, and everyday workflows. A focus on clear tasks, intentional permissions, and human oversight.
Examining what AI systems can access, what they might reveal, and which actions they can take. Focus areas include prompt injection, data handling, and tool permissions.
A considered approach to learning, experimentation, and building systems.
Define the goal, the systems in scope, and what success looks like. Security testing starts with written authorization and agreed rules of engagement.
Focus on the paths that matter to the system. Keep access intentional, work reviewable, and surprises visible.
Record findings, explain the tradeoffs, and identify the fixes, validation, and follow-up that come next.
I’m Christopher Hankins, a Senior Cybersecurity Engineer at K-LOVE. Hankins is where I explore security testing, practical AI integrations, and the boundaries that make systems trustworthy.
My focus is hands-on: understanding how systems fail, building useful connections between tools, and keeping access and human oversight intentional.
Professional background on LinkedIn