Cybersecurity is not just about tools; it’s about mindset and architecture. Through this blog, I document my journey in building resilient systems, sharing lessons learned from the frontlines of Incident Detection and Security Automation.

I cover a wide spectrum of topics, from securing CI/CD pipelines and architecting for the cloud to dissecting the latest Machine Learning security risks. Whether you are a fellow engineer looking for technical solutions or a researcher exploring new defense paradigms, these posts offer a deep dive into the mechanics of modern security.