About UNIX veteran with over 50 years in tech — from IBM mainframes in the 1970s to Sun Microsystems in the 1980s, FreeBSD in the ’90s, and GhostBSD today. (Let’s not forget Apple OS X.) I’ve managed everything from minicomputers to modern cloud servers, and I still prefer the command line. My background includes cybersecurity, networking protocols, and system automation.

These days I build light tools for my own automation needs — Python scripts, AI experiments, and big data projects. I’m not afraid to patch things at the source, and I believe clear, helpful answers benefit everyone, not just the original poster.

Key Interests: UNIX systems, AI models, shell scripting, Python, mathematics, and sysop culture.