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Deep technical content for security engineers, SOC analysts, and developers who want to understand how systems break — so they can build defenses that hold.

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Structured Learning Paths

Follow guided curricula designed for specific security roles. Each path takes you from fundamentals to advanced topics with hands-on technical depth.

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All articles are free and open. Dive into any topic — from mathematical foundations to active exploit techniques.

Latest Articles

Recently published technical deep-dives.

Intermediate

Capstone: Security Review for a Production LLM Application

Apply everything from this course to a realistic application scenario. You'll conduct a structured security review, identify weaknesses across the full stack, and produce a prioritized remediation plan — the same deliverable a security engineer would hand to their team.

Artificial Intelligence

Intermediate

Monitoring Production LLM Systems: Observability and Anomaly Detection

Deploying an LLM application is the beginning, not the end. This lesson covers what to measure, what to log, how to detect anomalies before they become incidents, and how to build observability that actually tells you something useful.

Artificial Intelligence

Intermediate

LLM Agent Security: Designing for Minimal Blast Radius

Agents that can take actions are fundamentally different from chatbots. This lesson covers how to design agentic systems so that when something goes wrong — and it will — the damage is contained, reversible, and detectable.

Artificial Intelligence

Beginner

Prompt Injection in Practice: Testing Your Own Applications

Knowing that prompt injection exists is not enough. This lesson teaches you how to systematically find it in your own applications — manual testing methodology, automated scanning with garak, and how to document and prioritize what you find.

Artificial Intelligence

Advanced

BGP Hijacking: How Internet Routing Gets Manipulated and What's Being Done About It

A technical breakdown of BGP route hijacking — how the protocol works, how prefix and path attacks operate, real incidents from Pakistan Telecom to Rostelecom, and the state of RPKI, MANRS, and ASPA as defenses.

Cloud & Network Security

Beginner

LLM Application Architecture: What You're Actually Building

Before you can secure an LLM application, you need to understand what it actually is. System prompts, context windows, tool calling, and the trust boundary problem.

Artificial Intelligence

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