Welcome to my professional technology blog.

I will use this space to share hands-on technical content, architecture thinking, automation examples, and practical lessons from the field.

Topics will include Cisco Secure Firewall, pyATS, GitHub Actions, CI/CD, AI-driven operations, Model Context Protocol, and modern cybersecurity architecture.