// ARTICLES BY ROB RAGAN
AI Agents
PentAGI: Multi-Agent AI Architecture for Autonomous Penetration Testing
AI Agents
Building a Multi-Agent Penetration Testing System with AutoGen: A Deep Dive into AI-Powered Security Workflows
Cybersecurity
MASAPT: When Academic Multi-Agent Systems Meet Penetration Testing Reality
LLM Engineering
SEAL: Teaching Language Models to Write Their Own Training Data
Data & Knowledge
npcpy: Enforcing LLM Behavior Through Code, Not Prompts
AI Agents
Building AI Agent Memory That Survives the Session: Inside Redis Agent Memory Server
AI Agents
Plano: The Envoy-Based AI Proxy That Routes Agents With a 4B-Parameter Model
AI Agents
12-Factor Agents: Why Production LLM Apps Need Less Autonomy, Not More
AI Dev Tools
Context7: Solving the Stale Documentation Problem in AI Code Generation
Developer Tools
Building Function Calling for Open-Source LLMs: Inside Hermes-2-Pro's Tool Use Framework
AI Agents
Muscle Memory: Teaching AI Agents to Cache Behaviors, Not Just Responses
AI Agents