Ai Security

3. Multi-Agent Architectures 3.0 Why multi-agent is fun for you and scary for security Single agent: one brain, one loop, one blast radius. Multi-agent: several brains, messages bouncing around, tools firing in different places, sometimes all at once.

2. Agent Architecture Patterns - Security Analysis 2.0 Why patterns matter more than buzzwords Most “agent stacks” are just variations on a few core patterns: ReAct Plan-and-Execute Reflexion / self-correction

1. Agentic AI Fundamentals 1.1 Why this matters Normal LLM apps give you words on a screen. Agentic systems give you actions in your systems. The moment you let a model:

The Privacy Problem in Modern AI Systems Imagine building a RAG (Retrieval-Augmented Generation) system for a healthcare provider. You ingest thousands of patient documents, generate embeddings, and store them in a vector database. Your system works …

How AI embeddings have the same vulnerability as password hashes from the 1990 The Security Flaw Nobody’s Talking About Remember when websites stored passwords as plain MD5 hashes? Remember how rainbow tables made those “secure” hashes …