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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

Building an AI Agency from Prompt Templates: Inside Agency-Agents

By Rob Ragan ★ 31.9k Shell Mar 12, 2026
AI Agents

Paperclip: Building AI Organizations with Org Charts, Budgets, and Zero Humans

By Rob Ragan ★ 19.8k TypeScript Mar 12, 2026
AI Agents

Hermes Agent: Building AI Assistants That Actually Remember What They Learn

By Rob Ragan ★ 5.8k Python Mar 12, 2026
LLM Engineering

PlanAI: Type-Safe Workflow Orchestration for Hybrid LLM and Traditional Compute

By Rob Ragan ★ 42 Python Mar 12, 2026
Data & Knowledge

LangWatch: OpenTelemetry-Native LLM Observability Without the Vendor Lock-In

By Rob Ragan ★ 3.1k TypeScript Mar 10, 2026
LLM Engineering

RuVector: The Vector Database That Learns From Your Queries

By Rob Ragan ★ 3.1k Rust Mar 10, 2026
AI Agents

MiroFish: Building Parallel Digital Worlds with Swarm Intelligence for Prediction

By Rob Ragan ★ 9.6k Python Mar 9, 2026
Developer Tools

OpenRange: Teaching AI Hackers to Fight on Procedurally-Generated Battlefields

By Rob Ragan ★ 3 Python Mar 9, 2026
AI Agents

Claude-ctrl: Enforcing Software Quality Gates with Deterministic Hooks Over Probabilistic AI

By Rob Ragan ★ 151 Shell Mar 8, 2026
AI Agents

Autoresearch: Teaching AI Agents to Optimize Neural Networks by Rewriting Their Own Training Code

By Rob Ragan ★ 1.0k Python Mar 8, 2026
Automation

Building a $5/Month AI News Pipeline with Multi-Tier LLM Curation

By Rob Ragan ★ 70 Python Mar 7, 2026
LLM Engineering

PyReason: Temporal Logic Reasoning Over Knowledge Graphs with Explainability Built In

By Rob Ragan ★ 332 Python Mar 5, 2026