Educational research notes and lab-style demos on cloud security, threat modeling, and cybersecurity concepts. For general information only, not professional security advice or operational guidance.
KORVIN exposes real-time system health, memory, and security status through a live public dashboard secured by Cloudflare — accessible from any device, anywhere
KORVIN answers security questions in real time through voice and Telegram, making on-demand threat intelligence accessible without a technical team.
Meet KORVIN — a voice-controlled, open-source AI security agent built to work on modest hardware without enterprise complexity.
WordPress admin bar visible to guests? Here is how I fixed it at the code level using WPCode, LiteSpeed, and a Cloudflare scoped API token.
Real hardening decisions on a live WordPress site — cache rules, WAF, and a REST API leak I almost missed.
Real WordPress security hardening on Cloudflare’s free plan — what I found, what I fixed, and what I got wrong.
Within hours of going live, my home AI lab was being probed from Bulgaria, the Netherlands, Singapore, and the US. Here is what I did about it and what I learned about securing self-hosted infrastructure the right way.
A complete beginner-friendly guide to building a self-hosted AI lab on Windows Ollama, Open WebUI, and Cloudflare Tunnel configured as permanent Windows services that survive every reboot.
