A QA Engineer's Journey with Apache Guacamole By Carolina Steadham  | QA Automation Engineer Introduction In today's cybersecurity landscape, privileged access management (PAM) is critical for protecting sensitive systems. I recently completed a comprehensive QA automation project focused on testing Apache Guacamole, a clientless remote desktop gateway that provides secure access to RDP, VNC, SSH, and Telnet connections through a web browser. This project showcases my experti

How I created a security-focused AI testing framework with Python, pytest, and real-world threat detection By Carolina Steadham  | QA Automation Engineer Introduction Security is one of the most critical concerns in today's digital landscape. With AI systems becoming increasingly prevalent in security operations, I set out to build a comprehensive AI Threat Analytics Framework - a proof-of-concept project that demonstrates how AI can be leveraged for threat detection, classi