// ARTICLES BY ROB RAGAN
Cybersecurity
CVE-2024-22026: How Unsigned RPM Installation Becomes Root-Level Compromise
AI Dev Tools
PII Detective: Finding Sensitive Data by Reading the Room (Not the Records)
Developer Tools
Building Shazam from Scratch: Inside SeekTune's Audio Fingerprinting Pipeline
Cybersecurity
Kraken: The Security Testing Menu That Consolidates 18 Attack Vectors Into One CLI
AI Agents
Vivaria: Inside METR's Agent Evaluation Platform Before the Migration to Inspect AI
Developer Tools
PIGEON: How CLIP Embeddings Predict GPS Coordinates from Photos (And Why the Code Won't Help You Build It)
AI Dev Tools
Dotai: Engineering AI Context as Infrastructure for Claude and Cursor
LLM Engineering
Building RAG Systems From First Principles: A Workshop Teardown
LLM Engineering
Building a Privacy-First File Organizer with On-Device AI Models
AI Dev Tools
o1-engineer: Teaching OpenAI's Reasoning Model to Write Your Codebase
LLM Engineering
MLX-VLM: Running Vision Language Models Locally on Apple Silicon Without the CUDA Tax
Developer Tools