I built a Python tool that detects SSH brute-force attacks in real time and automatically blocks the attacker’s IP using iptables — running…

Understanding Command & Control (C2): An Educational Demonstration of Remote Endpoint Control Cybersecurity is not only about understanding vulnerabilities. It is equally important to understand what …

Learn how to run multi-turn conversation attacks and classify responses to keep your production AI safe and compliant

Some days in Ash’s journey were full of battles.

Most detection still sounds like this:

There was a time when I thought learning to code was the destination.

A lot of OSINT workflows still rely on chaining together tools that were built for completely different jobs.

From manual QA tester to writing my own recon and security tooling — a practical breakdown of what I built, why, and what surprised me.

How Blue Teams Can Detect Attacks Against AI Agents