Technical Content & Write-ups

In-depth technical articles covering vulnerability analysis, CTF walkthroughs, threat hunting methodologies, and security research. All content includes practical examples and actionable insights.

⭐Featured Articles

January 202630 min read

The Pyramid of Pain: A Detection Engineering Perspective

Methodology

Comprehensive guide to the Pyramid of Pain framework covering all levels, detection strategies, reactive vs proactive threat hunting, and AI-powered automation with practical examples.

#Pyramid of Pain#Detection Engineering#Threat Hunting#AI Security
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December 202515 min read

Deep Dive: CVE-2025-XXXX Remote Code Execution

Vulnerability Analysis

Technical analysis of a critical RCE vulnerability in popular enterprise software. Includes proof-of-concept, detection strategies, and mitigation recommendations.

#CVE#RCE#Exploit Development
November 202520 min read

TryHackMe: Advanced Persistent Threat Simulation

CTF Write-up

Complete walkthrough of APT simulation room covering initial access, lateral movement, persistence mechanisms, and detection opportunities.

#TryHackMe#APT#Threat Hunting

Recent Articles

November 202525 min read

Building AI-Powered Threat Detection with Local LLMs

Technical Guide

Step-by-step guide to implementing local LLMs (Ollama, LM Studio) for automated log analysis and threat classification in enterprise environments.

#AI#LLM#Detection Engineering
October 202518 min read

MITRE ATT&CK: Mapping Detection Rules to Tactics

Methodology

Comprehensive guide to mapping custom detection rules to MITRE ATT&CK framework. Includes real-world examples and coverage analysis.

#MITRE ATT&CK#Detection#Framework
October 202522 min read

Hunting for Ransomware: Behavioral Detection Techniques

Threat Hunting

Advanced threat hunting methodology for detecting ransomware before encryption begins. Covers file system, process, and network indicators.

#Ransomware#Threat Hunting#Behavioral Analysis
September 202530 min read

HackTheBox: Enterprise Network Penetration

CTF Write-up

Detailed write-up of enterprise network penetration challenge. Covers reconnaissance, exploitation, privilege escalation, and persistence.

#HackTheBox#Penetration Testing#Active Directory

🎥Video Explainers & Tutorials

Technical breakdowns and educational content explaining complex security concepts, detection engineering techniques, and threat hunting methodologies.

KQL Query Optimization

15 min tutorial

Threat Hunting Workflow

22 min deep-dive

AI for Security Analysis

18 min guide

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