← All authors
Rob Ragan

Rob Ragan

Offensive security researcher and AI agent architect. Founder of Starlog.

offensive securityAI agentspenetration testingred teamingapplication security

1661 articles

Rob Ragan is an offensive security researcher and AI agent architect who has spent two decades breaking into systems and building tools to automate the process.

// ARTICLES BY ROB RAGAN

Cybersecurity

Shannon: The AI Pentester That Only Reports Vulnerabilities It Can Actually Exploit

By Rob Ragan ★ 41.5k Unknown May 8, 2026
AI Dev Tools

Context Engineering Kit: Quantified Prompt Patterns That Actually Improve AI Coding Accuracy

By Rob Ragan ★ 972 Unknown May 8, 2026
AI Agents

Overstory: Multi-Agent AI Coding with Git Worktrees and SQLite Coordination

By Rob Ragan ★ 1.3k Unknown May 8, 2026
AI Dev Tools

Beads: Building a Version-Controlled Memory System for AI Coding Agents

By Rob Ragan ★ 23.4k Unknown May 8, 2026
Developer Tools

Voicebox: The 7-Engine AI Voice Studio Running Entirely on Your Machine

By Rob Ragan ★ 24.8k Unknown May 8, 2026
AI Agents

Building an Autonomous Reverse-Engineering Agent with Multi-Stage Verification

By Rob Ragan ★ 95 Unknown May 8, 2026
AI Agents

Memoria: Building Agent Memory Systems That Remember Why, Not Just What

By Rob Ragan ★ 20 Unknown May 8, 2026
AI Dev Tools

Breaking Claude Code's 200-Session Analysis Limit: A Deep Dive into claude_enhanced_insights

By Rob Ragan ★ 4 Unknown May 8, 2026
AI Agents

Forge Orchestrator: How Rust Solved the Multi-AI Chaos Problem With Files, Not Servers

By Rob Ragan ★ 115 Unknown May 8, 2026
AI Agents

Crust: A Microsecond-Latency Security Layer for AI Agents That Runs Entirely On Your Machine

By Rob Ragan ★ 433 Unknown May 8, 2026
LLM Engineering

How Gitleaks Uses Entropy Analysis to Find Secrets Your Regex Patterns Miss

By Rob Ragan ★ 26.6k Unknown May 8, 2026
LLM Engineering

LLM Checker: Hardware-Aware Model Selection for Local AI Inference

By Rob Ragan ★ 2.1k Unknown May 7, 2026