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LLM Engineering

140 articles

LLM Engineering

LLM OSINT: When AI Becomes a Digital Private Investigator

By Rob Ragan ★ 268 Unknown May 9, 2026
LLM Engineering

LLM Canary: OWASP-Aligned Security Testing for Language Models

By Rob Ragan ★ 28 Unknown May 9, 2026
LLM Engineering

ModelScan: Detecting Malicious Code in ML Models Before It Executes

By Rob Ragan ★ 697 Unknown May 9, 2026
LLM Engineering

BIG-bench: Google's 200+ Task Gauntlet for Language Model Evaluation

By Rob Ragan ★ 3.2k Unknown May 9, 2026
LLM Engineering

OpenVLA: Training Vision-Language-Action Models That Actually Manipulate Objects

By Rob Ragan ★ 6.1k Unknown May 9, 2026
LLM Engineering

How a Single Adversarial Image Can Jailbreak Vision-Language Models

By Rob Ragan ★ 275 Unknown May 9, 2026
LLM Engineering

LaVague: Building Web Agents That Actually Understand What They're Doing

By Rob Ragan ★ 6.3k Unknown May 9, 2026
LLM Engineering

Inside JailbreakHub: What 15,000 Real-World ChatGPT Exploits Reveal About LLM Security

By Rob Ragan ★ 3.7k Unknown May 9, 2026
LLM Engineering

Chain-of-Thought Reasoning for Any LLM in 150 Lines of PHP

By Rob Ragan ★ 322 Unknown May 9, 2026
LLM Engineering

Building a RAG System from Scratch: A 90-Minute Workshop Walkthrough

By Rob Ragan ★ 4 Unknown May 9, 2026
LLM Engineering

Model Inversion Attack ToolBox: Benchmarking How Machine Learning Models Leak Training Data

By Rob Ragan ★ 194 Unknown May 9, 2026
LLM Engineering

Haystack: Building Production LLM Applications Without the Black Box

By Rob Ragan ★ 25.1k Unknown May 9, 2026
LLM Engineering

Building Privacy-First File Organization with On-Device AI Models

By Rob Ragan ★ 3.2k Unknown May 9, 2026
LLM Engineering

Broken Hill: Production GCG Attacks Against LLMs on Consumer Hardware

By Rob Ragan ★ 161 Unknown May 9, 2026
LLM Engineering

MLX-VLM: Running Vision Language Models Locally on Apple Silicon Without the Cloud Tax

By Rob Ragan ★ 4.7k Unknown May 9, 2026
LLM Engineering

AgentOps: The Missing Observability Layer for Production AI Agents

By Rob Ragan ★ 5.5k Unknown May 9, 2026
LLM Engineering

Inside Inspect AI: How the UK Government Built a Framework for LLM Safety Evaluations

By Rob Ragan ★ 2.0k Unknown May 9, 2026
LLM Engineering

E2B Desktop Sandbox: Building LLM Agents That Actually Control Computers

By Rob Ragan ★ 1.4k Unknown May 9, 2026
LLM Engineering

Removing AI Safety Guardrails with a Single Vector: Inside Refusal Direction Research

By Rob Ragan ★ 385 Unknown May 9, 2026
LLM Engineering

Building Production LLM Systems: A Deep Dive into the LLM Engineer's Handbook Reference Architecture

By Rob Ragan ★ 5.0k Unknown May 9, 2026
LLM Engineering

LLM: The Unix Philosophy Meets Large Language Models

By Rob Ragan ★ 11.8k Unknown May 9, 2026
LLM Engineering

Inside the LLM Engineer Handbook: A Production-Ready Mental Map of the AI Toolchain

By Rob Ragan ★ 4.9k Unknown May 9, 2026
LLM Engineering

LLaVA-CoT: Teaching Vision-Language Models to Show Their Work

By Rob Ragan ★ 2.1k Unknown May 9, 2026
LLM Engineering

Brainstorm: Teaching LLMs to Predict Hidden Web Endpoints

By Rob Ragan ★ 387 Unknown May 9, 2026