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 Dev Tools

Spec Kit: Making AI-Generated Code Traceable From Requirements to Implementation

By Rob Ragan ★ 79.6k Python Mar 22, 2026

AI Dev Tools

OpenAI Whisper: How 680,000 Hours of Weak Supervision Killed the Speech Pipeline

By Rob Ragan ★ 96.4k Python Mar 22, 2026

LLM Engineering

Inside awesome-llm-apps: A Living Catalog of 40+ Production-Ready LLM Patterns

By Rob Ragan ★ 103.1k Python Mar 22, 2026

Data & Knowledge

LangChain: Building Production LLM Applications on Composable Abstractions

By Rob Ragan ★ 130.5k Python Mar 22, 2026

AI Dev Tools

Inside the AI Coding Assistant Arms Race: A Repository of Leaked System Prompts

By Rob Ragan ★ 132.6k Unknown Mar 22, 2026

Automation

Inside AUTOMATIC1111: How a Gradio Wrapper Became the De Facto Standard for Local Stable Diffusion

By Rob Ragan ★ 161.9k Python Mar 22, 2026

AI Agents

AutoGPT: Building Production AI Agents with Visual Workflows and Block-Based Architecture

By Rob Ragan ★ 182.7k Python Mar 22, 2026

Automation

Inside awesome-selfhosted: How a 281K-Star Curation System Fights Software Decay

By Rob Ragan ★ 281.4k Unknown Mar 22, 2026

Rob Ragan

// ARTICLES BY ROB RAGAN

Spec Kit: Making AI-Generated Code Traceable From Requirements to Implementation

Deep-Live-Cam: Real-Time Face Swapping with ONNX Runtime and InsightFace

Browser-Use: Teaching LLMs to Drive the Web with Playwright and Vision

Awesome MCP Servers: Navigating the Explosion of AI Tool Integration

Puppeteer: How Chrome's DevTools Protocol Powers Headless Browser Automation

OpenAI Whisper: How 680,000 Hours of Weak Supervision Killed the Speech Pipeline

Inside awesome-llm-apps: A Living Catalog of 40+ Production-Ready LLM Patterns

LangChain: Building Production LLM Applications on Composable Abstractions

Inside the AI Coding Assistant Arms Race: A Repository of Leaked System Prompts

Inside AUTOMATIC1111: How a Gradio Wrapper Became the De Facto Standard for Local Stable Diffusion

AutoGPT: Building Production AI Agents with Visual Workflows and Block-Based Architecture

Inside awesome-selfhosted: How a 281K-Star Curation System Fights Software Decay