Learn AI
Plain-English reference material on AI, machine learning, and how it applies to security work. No sales pitch, no vendor angle — just the concepts explained clearly, in one place.
Basics of AI & ML
What AI and machine learning actually are, the main types, and how models learn.
AI Glossary
Plain-English definitions for the terms you'll hit everywhere else on this site.
AI for Cyber Security
50+ real use cases across SOC, network, cloud, identity, fraud, and offensive security.
AI Model Comparison
A framework for comparing frontier and open-weight models — and how to pick one.
AI Security
Prompt injection, RAG security, and the broader risk landscape (OWASP LLM Top 10).
Ollama & Local AI Setup
Why run models locally, what you need, and how the pieces fit together.
MCP Explained
The Model Context Protocol: what it is, its architecture, and why it matters.
AI Agent Tutorials
How agents plan, use tools, and remember — the ReAct loop and common patterns.
RAG Tutorials
Retrieval-Augmented Generation from ingestion to evaluation, step by step.