Gas municipalities don’t fail loudly — they drift quietly into risk.
SilentRecon’s new field report breaks down the hidden exposure inside small gas operators: outdated systems, forgotten endpoints, and unmonitored attack surfaces.
Full article now live.
full article:
https://medium.com/@cristiano.gabrieli112/gas-municipalities-the-hidden-exposure-nobody-monitors-524d9a801317
R vs Python for Data Automation in 2026
A quick look at how both languages evolved and where they fit in modern data workflows. Short read, practical insights.
Comments and suggestions welcome.
#Python #RStats #DataAutomation
Fedora was never just a Linux distro — it was the frontier.
From Fedora Labs to Atomic, from SELinux to Wayland, it quietly shaped the future of Linux while everyone else argued about desktops.
New article now live — a deep dive into Fedora’s past, present and future.
#Linux #Fedora #OpenSource #Atomic #RedHat
link:https://medium.com/@cristiano.gabrieli112/fedora-a-linux-os-or-a-new-frontier-a2f90d5968ba
New article published today:
“R for Absolute Beginners — The 10 Commands You Must Learn First.”
A simple, clear guide for anyone starting with R: vectors, data frames, plotting, and basic analysis.
Read it here 👇
👉 https://medium.com/@cristiano.gabrieli112/r-for-absolute-beginners-the-10-commands-you-must-learn-first-985c7d4fbb74
Tools & resources:
Payhip: https://payhip.com/CrisDigital
Gumroad: https://gabrieli112.gumroad.com
AI is accelerating cyber attacks fast.
Phishing, reconnaissance, and code obfuscation are now fully AI‑assisted, raising the bar for defenders.
I wrote a clear briefing on the real AI‑driven threats security leaders must prepare for in 2026 — without hype or fear.
Key points:
• AI‑enhanced phishing
• Automated recon
• AI‑generated obfuscation
• Zero‑trust priorities
• Identity as the new perimeter
https://medium.com/@cristiano.gabrieli112/ai-driven-cyber-threats-in-2026-what-security-leaders-must-prepare-for-now-469d1a7d7d1d
AI agents are the next big shift in automation — not hype, not sci‑fi.
They’re systems that can understand a goal, plan the steps, and take action.
Not just chatbots, but actual operators.
I wrote a full breakdown of what they are, how they work, and why they matter.
https://medium.com/@cristiano.gabrieli112/ai-agents-are-coming-what-they-actually-are-without-the-hype-faf9650f3aa0
