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Rob Ragan

Rob Ragan

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

offensive securityAI agentspenetration testingred teamingapplication security

1135 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. At Starlog, he curates expert deep-dives on the open-source tools reshaping offensive security and AI agent development.

// ARTICLES BY ROB RAGAN

AI Agents

Forge Orchestrator: Coordinating Multiple AI Coding Agents Without the Chaos

By Rob Ragan ★ 15 Rust Feb 18, 2026
Infrastructure

Crust: The HTTP Proxy That Stops AI Agents from Deleting Your Production Database

By Rob Ragan ★ 225 Go Feb 18, 2026
AI Dev Tools

Breaking the 200-Session Ceiling: How to Build Unlimited Analytics for Claude Code

By Rob Ragan ★ 1 Python Feb 18, 2026
Data & Knowledge

Memoria: Teaching AI Agents to Remember Like Humans Do

By Rob Ragan ★ 19 Python Feb 18, 2026
Cybersecurity

Building a Self-Correcting Reverse Engineering Agent with Dual LLMs

By Rob Ragan ★ 9 Python Feb 18, 2026
AI Dev Tools

Voicebox: A Local-First Voice Synthesis Studio That Rivals ElevenLabs Without the Cloud

By Rob Ragan ★ 1.9k TypeScript Feb 17, 2026
Data & Knowledge

Beads: The Graph Database Your AI Coding Agent Actually Needs

By Rob Ragan ★ 16.4k Go Feb 16, 2026
Infrastructure

Overstory: When Git Worktrees Become Agent Isolation Boundaries

By Rob Ragan ★ 15 TypeScript Feb 16, 2026
Cybersecurity

HADES: Teaching Your Home Lab to Attack Itself with AI Agents

By Rob Ragan ★ 24 Python Feb 16, 2026
Cybersecurity

Cost-Aware Agentic API Reconnaissance: When Your Security Scanner Thinks Before It Acts

By Rob Ragan ★ 2 Python Feb 16, 2026
AI Agents

Strands Agents: Building AI Agents With Decorators Instead of Chains

By Rob Ragan ★ 5.1k Python Feb 16, 2026
LLM Engineering

Unsloth: Fine-Tuning 20B Models on Your Gaming GPU

By Rob Ragan ★ 52.3k Python Feb 16, 2026