// ARTICLES BY ROB RAGAN
Developer Tools
Privacy Backdoors: When Pre-Trained Models Betray Your Training Data
LLM Engineering
VERL: The Hybrid-Controller Framework Reshaping How We Train LLMs with Reinforcement Learning
AI Agents
AgentBoard: Why LLM Agent Benchmarks Need Multi-Turn Analysis, Not Just Success Rates
Data & Knowledge
WrenAI: The Semantic Context Layer That Keeps LLMs From Wrecking Your Data Governance
Developer Tools
Marker: How a Multi-Stage CV Pipeline Achieves 25 Pages/Second PDF Parsing
AI Dev Tools
STRIDE GPT: How AI-Powered Threat Modeling Adapts to Agentic Systems
LLM Engineering
IB4LLMs: Using Information Bottleneck Theory to Build Jailbreak-Resistant Language Models
Developer Tools
URET: Adversarial Testing for ML Models Beyond Images
AI Agents
RedCode: The First Real Safety Benchmark for Autonomous Code Agents
AI Agents
LangGround: Teaching AI Agents to Coordinate Like Humans, Not Vectors
Developer Tools
Coderoller: Flattening Repositories Into LLM-Ready Markdown
LLM Engineering