> 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 ↗

All authors
Rob Ragan

Rob Ragan

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

offensive securityAI agentspenetration testingred teamingapplication security

1762 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

LLM Engineering

CircuitStream: A Lightweight LLM Proxy for Teams Sharing Rate Limits

★ 5 Python May 10, 2026
AI Agents

Microsoft AutoGen: The Pioneering Multi-Agent Framework Now in Maintenance Mode

★ 57.9k Python May 10, 2026
Developer Tools

Navigating the Generative AI Landscape: A Critical Look at Awesome-Generative-AI

★ 87 May 10, 2026
LLM Engineering

Building a Slack Doppelgänger: Fine-Tuning LLMs on Your Message History with Modal

★ 6 May 10, 2026
Cybersecurity

Tenacity: Python's Composable Retry Library That Survived the Great Forking

★ 8.6k Python May 10, 2026
Automation

reNgine: Building a Reconnaissance Command Center for Web Application Security

★ 9 Python May 10, 2026
Cybersecurity

CVE-2016-1764: How a JavaScript URI Bypassed iMessage Encryption Without Breaking Crypto

★ 51 JavaScript May 10, 2026
Automation

Astro's Islands Architecture: How Partial Hydration Redefined Content-First Frameworks

★ 59.2k TypeScript May 10, 2026
AI Dev Tools

Neovide: How Rust and Skia Bring GPU-Accelerated Rendering to Neovim Without Breaking Its Soul

★ 15.0k Rust May 10, 2026
Developer Tools

LIME: How to Explain Any Machine Learning Model Without Looking Inside

★ 12.1k JavaScript May 10, 2026
LLM Engineering

Inside the Foundation Model Transparency Index: How Stanford Scores AI Giants on Disclosure

★ 87 May 10, 2026
LLM Engineering

SimplyRetrieve: Building Privacy-First RAG Systems That Treat LLMs as Context Interpreters, Not Oracles

★ 218 Python May 10, 2026