// ARTICLES BY ROB RAGAN
Automation
Web-Shepherd: Teaching AI Agents to Navigate the Web With Interpretable Checklists
Cybersecurity
FuzzForge AI: When Your AI Assistant Becomes a Security Engineer
LLM Engineering
TOON: The Data Format That Makes LLMs 40% Cheaper to Feed
Cybersecurity
BountyBench: Testing Whether AI Can Actually Hunt Vulnerabilities
Cybersecurity
Dynamic Risk Assessment: Teaching AI Hackers When to Stop Before They Cause Real Damage
Cybersecurity
WASP: The First Security Benchmark That Proves Your AI Agent Can Be Hijacked
Data & Knowledge
ReasonRAG: Why Process Rewards Beat Outcome Rewards in Agentic Retrieval
AI Agents
GUARDIAN: Detecting When Your AI Agents Start Gaslighting Each Other
AI Agents
MCP Context Forge: Building an Enterprise Gateway for the Model Context Protocol
AI Agents
AgentAuditor: The AI Safety Tool Hiding Behind Academic Peer Review
AI Dev Tools
RAPTOR: Turning Claude Code Into a Security Research Agent With .claude.md Files
AI Agents