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.

A practical methodology for leveraging search engines during security assessments. Covers operators, query construction, and techniques for identifying exposed assets, sensitive files, and misconfigurations across internet-facing infrastructure.

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.