// ARTICLES BY ROB RAGAN
LLM Engineering
Building a RAG System from Scratch: A 90-Minute Workshop Walkthrough
LLM Engineering
Model Inversion Attack ToolBox: Benchmarking How Machine Learning Models Leak Training Data
Data & Knowledge
Building Semantic OSINT Pipelines with GPT Embeddings and Vector Search
LLM Engineering
Haystack: Building Production LLM Applications Without the Black Box
Data & Knowledge
27,000 Developers Can't Be Wrong: Inside the RAG Techniques Repository That's Redefining Retrieval-Augmented Generation
LLM Engineering
Building Privacy-First File Organization with On-Device AI Models
LLM Engineering
Broken Hill: Production GCG Attacks Against LLMs on Consumer Hardware
Automation
Crawl4AI: The Open-Source Web Scraper That Speaks LLM
AI Dev Tools
o1-engineer: When Your Terminal Becomes a Conversational IDE
LLM Engineering
MLX-VLM: Running Vision Language Models Locally on Apple Silicon Without the Cloud Tax
Developer Tools
Roop: The Viral Deepfake Tool That Self-Destructed
Automation