> your AI agent picks dependencies from memory; give it dated facts — try starlog.dev ↗ vet your agent's deps ↗ vibe-coding is fine. vibe-importing isn’t. — try starlog.dev ↗ vibe-importing isn’t fine ↗ your agent has never seen your private packages — try starlog.dev ↗ facts for private packages ↗ a linter for the dependencies your AI agent picks — try starlog.dev ↗ a linter for agent deps ↗

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Rob Ragan

Rob Ragan

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

offensive securityAI agentspenetration testingred teamingapplication security

1760 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

AI Dev Tools

HEARTH: How AI Workflows Transform Threat Intelligence Into Searchable Hunt Hypotheses

★ 315 JavaScript May 9, 2026
Automation

Shortest: Write End-to-End Tests in Plain English Using AI

★ 5.6k TypeScript May 9, 2026
AI Agents

PraisonAI: Deploy Multi-Agent AI Systems in 5 Lines (Yes, Really)

★ 7.1k Python May 9, 2026
AI Agents

Inside awesome-llm-apps: A Template Collection That Hit 109K Stars by Solving the 'Example Code Never Works' Problem

★ 109.3k Python May 9, 2026
LLM Engineering

Burpference: Adding LLM Intelligence to Your Security Proxy Workflow

★ 210 Python May 9, 2026
Developer Tools

Building an AI Command Completion Plugin: Inside ZSH Codex's Architecture

★ 1.7k Python May 8, 2026
Developer Tools

perplexity_search: Why Command-Line AI Search Beats Browser Tabs for Technical Research

★ 215 Python May 8, 2026
Developer Tools

Building Cross-Application Themes: What a 1979 Sci-Fi Movie Teaches Us About Design Systems

★ 203 May 8, 2026
LLM Engineering

LLMmap: Fingerprinting Large Language Models Through Behavioral Analysis

★ 292 Python May 8, 2026
Infrastructure

Building Production-Ready Claude Apps in Minutes: Inside Anthropic's Quickstart Collection

★ 31 TypeScript May 8, 2026
LLM Engineering

Inside Transformer Debugger: OpenAI's Circuit Tracing Tool for Mechanistic Interpretability

★ 4.1k Python May 8, 2026
Automation

Bringing Clippy Back to Life: How ClippyJS Resurrects Microsoft's Office Assistants for the Modern Web

★ 558 TypeScript May 8, 2026