Rob Ragan
FOUNDING CONTRIBUTOROffensive 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