A practitioner's framework for developing offensive security expertise through systematic thinking, architectural understanding, and disciplined methodology.

A practical, engineering-focused guide to using Python for security assessments, automation, and internal tooling. Covers scripting fundamentals, network interaction, data handling, and building reliable utilities for real-world engagements.

A curated reference of platforms, datasets, and tools used during security assessments, threat research, and infrastructure analysis. Organized by workflow with practical context.

Google hacking isn’t about fancy queries, it’s about seeing the internet like an attacker. This guide builds your recon mindset, then arms you with the strongest dorks to uncover exposed secrets, forgotten files, and hidden doors.

Learn how to use Docker like a real hacker without docker-compose. Build, manage, and save your own full hacking environment with total control.

Forget theory, this is how real hackers test web apps. From recon to RCE, here's the step-by-step attack flow used in the wild.

No fluff. This is how real hackers break into most Wi-Fi networks in under 5 minutes. PMKID snatching, handshake cracking, WPS brute force, and real-world field tricks.

A structured, professional workflow for conducting internal and wireless network security assessments. Focused on enumeration, trust relationships, and controlled lateral movement.