> 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 ↗ whois is redacted, cdns mask the rest — get the real operator — try whoisgeni.us ↗ who really runs that domain ↗ domain attribution that shows its work — full evidence chain — try whoisgeni.us ↗ domain intel w/ evidence ↗

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Rob Ragan

Rob Ragan

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

offensive securityAI agentspenetration testingred teamingapplication security

1844 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

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Inside Unsloth's 250+ Notebook Arsenal: A Deep Dive into Production-Ready LLM Fine-Tuning

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Developer Tools

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★ 215 May 7, 2026
Developer Tools

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★ 5.7k TypeScript May 7, 2026
AI Agents

Agent Trace: A Standard Format for Recording Which Lines of Code Your AI Actually Wrote

★ 708 TypeScript May 7, 2026
LLM Engineering

ML Intern: Building an Autonomous ML Agent That Reads Papers and Ships Models

★ 8.8k Python May 7, 2026
AI Agents

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★ 8.2k Python May 7, 2026
Developer Tools

RTK: The Transparent Proxy That Cuts AI Coding Costs by 80% Without Changing Your Workflow

★ 43.3k Rust May 7, 2026
AI Dev Tools

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★ 13.7k TypeScript May 7, 2026
Data & Knowledge

How code-review-graph Cuts AI Code Review Tokens by 8.2× Using Persistent Knowledge Graphs

★ 15.6k Python May 7, 2026
AI Dev Tools

OpenMythos: Recurrent Transformers and the Quest for Depth-Variable Reasoning

★ 12.1k Python May 7, 2026
Data & Knowledge

Trailmark: Building Security-Focused Code Graphs Across 22+ Languages

★ 346 C May 7, 2026
Cybersecurity

Inside dmaynor/apple-vuln-research: Weaponizing Apple's Security Research Device Against Itself

★ 74 C May 7, 2026