Blogs — ideas, lessons, and field notes.
A space for practical thoughts on cybersecurity, AI, detection engineering, SOC operations, product building, and the lessons learned while working close to real security challenges.
10 Cybersecurity Case Studies Every Security Engineer Should Study
Ten cybersecurity case studies every security engineer should study, what happened, how it unfolded, and the key lesson.
MITRE ATLAS: The Security Framework Built for the Age of AI
Learn what MITRE ATLAS is, how it works, and why every security team needs it. The complete guide to defending AI systems against real-world adversarial attacks
What is an Agentic AI SOC Analyst? A Comprehensive Guide
Learn how Agentic AI SOC Analysts automate threat detection, investigation, and response, transforming modern SOC operations with AI-driven security.
Essential SOC Tools and Technologies
Explore the essential tools used by SOC analysts, including SIEM, EDR, SOAR, TIPs, XDR, CSPM, UEBA, and vulnerability scanners.
AI in Modern Email Security
Discover how AI enhances email security through phishing detection, threat analysis, anomaly detection, and automated response.
Email Security Triage Framework
A step by step framework for investigating phishing emails, analyzing URLs, attachments, and indicators before responding to threats.
SOC L1 Email Investigation Guide
Learn how SOC L1 analysts investigate suspicious emails using headers, URLs, attachments, domain checks, and phishing analysis techniques.
Email Security Best Practices for Modern Organizations
Explore modern email threats, phishing risks, BEC attacks, and practical security controls to protect your organization from compromise
MITRE ATT&CK v19 Explained
Explore MITRE ATT&CK v19, including the retirement of Defense Evasion and the introduction of Stealth and Defense Impairment tactics.
MITRE ATT&CK v19: Why the New Tactic Matters for SOC Teams
Learn how MITRE ATT&CK v19 splits Defense Evasion into Stealth and Impair Defenses, reshaping detection and SOC operations.