LLM Engineering
How LLM applications get built and shipped: inference and serving, structured output, token formats, evaluation, and the libraries powering production language-model systems.
157 articles
LLM Engineering
Inside JailbreakHub: What 15,000 Real-World ChatGPT Exploits Reveal About LLM Security
LLM Engineering
Chain-of-Thought Reasoning for Any LLM in 150 Lines of PHP
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
LLM Engineering
Haystack: Building Production LLM Applications Without the Black Box
LLM Engineering
Building Privacy-First File Organization with On-Device AI Models
LLM Engineering
Broken Hill: Production GCG Attacks Against LLMs on Consumer Hardware
LLM Engineering
MLX-VLM: Running Vision Language Models Locally on Apple Silicon Without the Cloud Tax
LLM Engineering
AgentOps: The Missing Observability Layer for Production AI Agents
LLM Engineering
Inside Inspect AI: How the UK Government Built a Framework for LLM Safety Evaluations
LLM Engineering
E2B Desktop Sandbox: Building LLM Agents That Actually Control Computers
LLM Engineering
Removing AI Safety Guardrails with a Single Vector: Inside Refusal Direction Research
LLM Engineering
Building Production LLM Systems: A Deep Dive into the LLM Engineer's Handbook Reference Architecture
LLM Engineering
LLM: The Unix Philosophy Meets Large Language Models
LLM Engineering
Inside the LLM Engineer Handbook: A Production-Ready Mental Map of the AI Toolchain
LLM Engineering
LLaVA-CoT: Teaching Vision-Language Models to Show Their Work
LLM Engineering
Brainstorm: Teaching LLMs to Predict Hidden Web Endpoints
LLM Engineering
HunyuanVideo: Tencent's Diffusion Transformer Architecture for 720p Video Generation
LLM Engineering
Building Statistically Robust LLM Rankings with Pairwise Comparisons
LLM Engineering
BitNet: Running 100B Parameter Models on Your Laptop at Human Reading Speed
LLM Engineering
LLM-Check: Detecting Hallucinations by Reading Your Model's Mind
LLM Engineering
Mapping LLM Safety as a Landscape: How Weight Perturbations Reveal the Fragility of Alignment
LLM Engineering
VERL: The Hybrid-Controller Framework Reshaping How We Train LLMs with Reinforcement Learning
LLM Engineering