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LLM Engineering

106 articles

LLM Engineering

getML: How a Custom Database Engine Achieves 1000x Speedup in Automated Feature Engineering

By Rob Ragan ★ 236 C++ Mar 25, 2026
LLM Engineering

LLM OSINT: When GPT-4 Becomes a Digital Detective

By Rob Ragan ★ 264 Python Mar 25, 2026
LLM Engineering

Jailbreaking Vision-Language Models: How a Single Adversarial Image Bypasses LLM Safety

By Rob Ragan ★ 268 Python Mar 25, 2026
LLM Engineering

AIx: ProjectDiscovery's Minimalist LLM CLI for Security Automation

By Rob Ragan ★ 313 Go Mar 24, 2026
LLM Engineering

Building Chain-of-Thought Reasoning for Any LLM in Two Files

By Rob Ragan ★ 322 HTML Mar 24, 2026
LLM Engineering

AgentDojo: Testing Prompt Injection Vulnerabilities in LLM Agents Before They Cost You

By Rob Ragan ★ 496 Python Mar 24, 2026
LLM Engineering

Pax: Google's Production Framework for Training Trillion-Parameter Models on TPUs

By Rob Ragan ★ 550 Python Mar 24, 2026
LLM Engineering

Dora: The 3D Shape VAE That Lets You Choose Your Compression Ratio at Inference Time

By Rob Ragan ★ 577 Python Mar 24, 2026
LLM Engineering

How LLMs Learn to Think About Graphs: A Research Taxonomy for the Post-GPT Era

By Rob Ragan ★ 983 Unknown Mar 24, 2026
LLM Engineering

Kor: When Your LLM Doesn't Have Function Calling (And Why You Probably Don't Need It)

By Rob Ragan ★ 1.7k Python Mar 24, 2026
LLM Engineering

SEAL: Teaching Language Models to Rewrite Their Own Training Data

By Rob Ragan ★ 1.7k Python Mar 24, 2026
LLM Engineering

Inside Microsoft's Responsible AI Toolbox: A Multi-Dashboard Architecture for Model Debugging

By Rob Ragan ★ 1.7k TypeScript Mar 24, 2026
LLM Engineering

LLM Sherpa: How Smart PDF Chunking Fixes Broken RAG Pipelines

By Rob Ragan ★ 1.7k Jupyter Notebook Mar 24, 2026
LLM Engineering

Inside Inspect AI: How the UK Government Built a Framework for Testing LLM Safety at Scale

By Rob Ragan ★ 1.8k Python Mar 24, 2026
LLM Engineering

MoBA: Teaching Transformers Which Context Actually Matters

By Rob Ragan ★ 2.1k Python Mar 24, 2026
LLM Engineering

LLaVA-CoT: Teaching Vision Models to Show Their Work

By Rob Ragan ★ 2.1k Python Mar 24, 2026
LLM Engineering

AWS Lambda Layers: The Community Registry That AWS Forgot to Build

By Rob Ragan ★ 2.3k Unknown Mar 24, 2026
LLM Engineering

Open Interface: Teaching LLMs to Drive Your Desktop Through Vision Alone

By Rob Ragan ★ 2.6k Python Mar 24, 2026
LLM Engineering

Building a Security Perimeter Around LLMs: Inside LLM Guard's Scanner Pipeline

By Rob Ragan ★ 2.7k Python Mar 24, 2026
LLM Engineering

Inside BIG-bench: How Google Built a Collaborative Framework to Test What Language Models Can't Do Yet

By Rob Ragan ★ 3.2k Python Mar 24, 2026
LLM Engineering

Gepetto: Teaching IDA Pro to Explain Malware With Large Language Models

By Rob Ragan ★ 3.4k Python Mar 24, 2026
LLM Engineering

Inside JailbreakHub: A 15,000-Prompt Dataset Exposing How Users Actually Attack LLMs

By Rob Ragan ★ 3.6k Jupyter Notebook Mar 24, 2026
LLM Engineering

How a Single Vector Controls Your LLM's Refusal Behavior

By Rob Ragan ★ 363 Python Mar 23, 2026
LLM Engineering

Brainstorm: Teaching LLMs to Fuzz Web Applications Smarter Than Your Wordlist

By Rob Ragan ★ 385 Python Mar 23, 2026