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They came within 4 minutes of deployment. No announcement. No traffic. Just a fresh GCP instance with a honeypot running — and 240 seconds later, the first connection attempt hit. This is the story of CERBERUS: my AI-powered honeypot system, what I built it with, and the attack patterns I observed from real threat actors in the wild. I'm a cybersecurity student and independent researcher in Nairob
For the last few years, I’ve been deeply invested in tech. I started with C++ and Java, eventually moved into web development, built full-stack projects using Next.js, React, Node.js, and Tailwind, and even explored blockchain development through Ethereum-based projects during college. From the outside, it looked like I was already building a solid technical path. But recently, I felt something sh
Change the default voice to "Siri Voice 1" in System Settings - then your say MacOS command will sound more appealing (less robotic). Open System Settings Search for "Voice Live Speach": Click the ℹ️ icon near "System Voice": Click the arrow ➡️ near "Voice" in the new window: Search for "Siri": And click the download icon 🌩️ near the Voice 1 (IMHO the best, feel free to choose your prefer
Linux as a service (The simplest Way to Understand It) A service is just a program that runs in the background systemctl is the tool to control it systemd is the system that manages services Simple analogy Think of a service like a car 🚗: You can start it You can stop it You can check if it’s running The systemd is like the engine that keeps the car running smoothly behind the scenes. By the e
Part 2 of my Daily learning https://www.w3schools.com/js. To be honest, I had a tough time in bitwise operations. I also wanted to make my skill level better because I have learned a lot of theory but I have a lack of skill that's why I joined Cisco Network Academy - Getting Started with Cisco Packet Tracer. I installed Cisco Packet Tracer and enrolled in the course but I had a problem with loadin
There are roughly a thousand "top DevOps repos" listicles, and most of them are the same five awesome-lists in a different order. The problem with awesome-lists is that they are link directories. They tell you where to look, not what to do. If you want to actually get better at DevOps, you need a different shape of repo: ones with exercises, opinionated learning paths, hands-on demos, and source y
This setup is basically a secure way to run a private server in the cloud without exposing it directly to the internet. Here’s the simple idea: In short: Everything is locked down. The public only sees the firewall, admins use a secure door, and the actual server stays hidden and protected.